{"id":"https://openalex.org/W4200612086","doi":"https://doi.org/10.1093/bib/bbab512","title":"CSM-carbohydrate: protein-carbohydrate binding affinity prediction and docking scoring function","display_name":"CSM-carbohydrate: protein-carbohydrate binding affinity prediction and docking scoring function","publication_year":2021,"publication_date":"2021-11-09","ids":{"openalex":"https://openalex.org/W4200612086","doi":"https://doi.org/10.1093/bib/bbab512","pmid":"https://pubmed.ncbi.nlm.nih.gov/34882232"},"language":"en","primary_location":{"id":"doi:10.1093/bib/bbab512","is_oa":false,"landing_page_url":"https://doi.org/10.1093/bib/bbab512","pdf_url":null,"source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8769910","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100387325","display_name":"Thanh Nguyen","orcid":"https://orcid.org/0000-0002-4150-5991"},"institutions":[{"id":"https://openalex.org/I142471025","display_name":"Baker Heart and Diabetes Institute","ror":"https://ror.org/03rke0285","country_code":"AU","type":"nonprofit","lineage":["https://openalex.org/I142471025"]},{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]},{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Thanh Binh Nguyen","raw_affiliation_strings":["Computational Biology and Clinical Informatics, Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia","School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Australia","Systems and Computational Biology, Bio21 Institute, University of Melbourne, Melbourne, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"Computational Biology and Clinical Informatics, Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia","institution_ids":["https://openalex.org/I142471025"]},{"raw_affiliation_string":"School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"Systems and Computational Biology, Bio21 Institute, University of Melbourne, Melbourne, Victoria, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071950872","display_name":"Douglas E. V. Pires","orcid":"https://orcid.org/0000-0002-3004-2119"},"institutions":[{"id":"https://openalex.org/I142471025","display_name":"Baker Heart and Diabetes Institute","ror":"https://ror.org/03rke0285","country_code":"AU","type":"nonprofit","lineage":["https://openalex.org/I142471025"]},{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Douglas E V Pires","raw_affiliation_strings":["Computational Biology and Clinical Informatics, Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia","School of Computing and Information Systems, University of Melbourne, Melbourne, Victoria, Australia","Systems and Computational Biology, Bio21 Institute, University of Melbourne, Melbourne, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"Computational Biology and Clinical Informatics, Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia","institution_ids":["https://openalex.org/I142471025"]},{"raw_affiliation_string":"School of Computing and Information Systems, University of Melbourne, Melbourne, Victoria, Australia","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"Systems and Computational Biology, Bio21 Institute, University of Melbourne, Melbourne, Victoria, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091903225","display_name":"David B. Ascher","orcid":"https://orcid.org/0000-0003-2948-2413"},"institutions":[{"id":"https://openalex.org/I142471025","display_name":"Baker Heart and Diabetes Institute","ror":"https://ror.org/03rke0285","country_code":"AU","type":"nonprofit","lineage":["https://openalex.org/I142471025"]},{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]},{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]},{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["AU","GB"],"is_corresponding":true,"raw_author_name":"David B Ascher","raw_affiliation_strings":["Computational Biology and Clinical Informatics, Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia","Department of Biochemistry, University of Cambridge, Cambridge, UK","School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Australia","Systems and Computational Biology, Bio21 Institute, University of Melbourne, Melbourne, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"Computational Biology and Clinical Informatics, Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia","institution_ids":["https://openalex.org/I142471025"]},{"raw_affiliation_string":"Department of Biochemistry, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"Systems and Computational Biology, Bio21 Institute, University of Melbourne, Melbourne, Victoria, Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5071950872","https://openalex.org/A5091903225","https://openalex.org/A5100387325"],"corresponding_institution_ids":["https://openalex.org/I142471025","https://openalex.org/I165143802","https://openalex.org/I165779595","https://openalex.org/I241749"],"apc_list":{"value":4011,"currency":"USD","value_usd":4011},"apc_paid":null,"fwci":0.7572,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.76787456,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"23","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10932","display_name":"Microbial Metabolic Engineering and Bioproduction","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/docking","display_name":"Docking (animal)","score":0.732385516166687},{"id":"https://openalex.org/keywords/carbohydrate","display_name":"Carbohydrate","score":0.6387351751327515},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4166186451911926},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.408292680978775},{"id":"https://openalex.org/keywords/biochemistry","display_name":"Biochemistry","score":0.35177239775657654},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.34039610624313354},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.19710105657577515},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12396550178527832}],"concepts":[{"id":"https://openalex.org/C41685203","wikidata":"https://www.wikidata.org/wiki/Q1974042","display_name":"Docking (animal)","level":2,"score":0.732385516166687},{"id":"https://openalex.org/C2778977261","wikidata":"https://www.wikidata.org/wiki/Q11358","display_name":"Carbohydrate","level":2,"score":0.6387351751327515},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4166186451911926},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.408292680978775},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.35177239775657654},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34039610624313354},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.19710105657577515},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12396550178527832},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002241","descriptor_name":"Carbohydrates","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002241","descriptor_name":"Carbohydrates","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002241","descriptor_name":"Carbohydrates","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002241","descriptor_name":"Carbohydrates","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008024","descriptor_name":"Ligands","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008024","descriptor_name":"Ligands","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008024","descriptor_name":"Ligands","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008024","descriptor_name":"Ligands","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011485","descriptor_name":"Protein Binding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011485","descriptor_name":"Protein Binding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011485","descriptor_name":"Protein Binding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011485","descriptor_name":"Protein Binding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":true},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":true},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":true},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062105","descriptor_name":"Molecular Docking Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062105","descriptor_name":"Molecular Docking Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062105","descriptor_name":"Molecular Docking Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062105","descriptor_name":"Molecular Docking Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/bib/bbab512","is_oa":false,"landing_page_url":"https://doi.org/10.1093/bib/bbab512","pdf_url":null,"source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},{"id":"pmid:34882232","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34882232","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in bioinformatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8769910","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8769910","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Brief Bioinform","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:8769910","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8769910","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Brief Bioinform","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3181542347","display_name":null,"funder_award_id":"MR/M026302/1","funder_id":"https://openalex.org/F4320324195","funder_display_name":"Medical Research Council Canada"},{"id":"https://openalex.org/G4256460599","display_name":null,"funder_award_id":"093167/Z/10/Z","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"}],"funders":[{"id":"https://openalex.org/F4320311904","display_name":"Wellcome Trust","ror":"https://ror.org/029chgv08"},{"id":"https://openalex.org/F4320324195","display_name":"Medical Research Council Canada","ror":"https://ror.org/01gavpb45"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W992820589","https://openalex.org/W1524351430","https://openalex.org/W1547846772","https://openalex.org/W1605578858","https://openalex.org/W1871124285","https://openalex.org/W1950993160","https://openalex.org/W1992947643","https://openalex.org/W1993285168","https://openalex.org/W1998568556","https://openalex.org/W2021268536","https://openalex.org/W2022998385","https://openalex.org/W2025556412","https://openalex.org/W2056345821","https://openalex.org/W2064488723","https://openalex.org/W2075020622","https://openalex.org/W2083077313","https://openalex.org/W2083363718","https://openalex.org/W2102377211","https://openalex.org/W2103459989","https://openalex.org/W2117974877","https://openalex.org/W2118016981","https://openalex.org/W2123400824","https://openalex.org/W2128983966","https://openalex.org/W2129279466","https://openalex.org/W2134967712","https://openalex.org/W2146634463","https://openalex.org/W2148512505","https://openalex.org/W2180332269","https://openalex.org/W2234597993","https://openalex.org/W2346940354","https://openalex.org/W2400041270","https://openalex.org/W2475308546","https://openalex.org/W2549694484","https://openalex.org/W2560264526","https://openalex.org/W2605361745","https://openalex.org/W2792951589","https://openalex.org/W2801491392","https://openalex.org/W2889327001","https://openalex.org/W2889677957","https://openalex.org/W2921473648","https://openalex.org/W2945403072","https://openalex.org/W2972596570","https://openalex.org/W2980170459","https://openalex.org/W2980372463","https://openalex.org/W3010093487","https://openalex.org/W3024763884","https://openalex.org/W3026328277","https://openalex.org/W3028862763","https://openalex.org/W3083008290","https://openalex.org/W3087491618","https://openalex.org/W3111827795","https://openalex.org/W3154495123","https://openalex.org/W3168893368","https://openalex.org/W4210977039","https://openalex.org/W4253191544","https://openalex.org/W6760666059"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W2948807893","https://openalex.org/W2899084033","https://openalex.org/W2778153218","https://openalex.org/W2748952813","https://openalex.org/W1531601525","https://openalex.org/W4391375266","https://openalex.org/W2078814861","https://openalex.org/W2527526854","https://openalex.org/W1976181487"],"abstract_inverted_index":{"Protein-carbohydrate":[0],"interactions":[1],"are":[2],"crucial":[3],"for":[4,201],"many":[5],"cellular":[6],"processes":[7],"but":[8],"can":[9],"be":[10,197],"challenging":[11],"to":[12,21,44,59,153,187],"biologically":[13],"characterise.":[14],"To":[15],"improve":[16],"our":[17,169],"understanding":[18],"and":[19,39,46,65,77,84,95,116,131,144,166,171,183,206],"ability":[20],"model":[22],"these":[23],"molecular":[24],"interactions,":[25],"we":[26,99],"used":[27],"a":[28,48,70,179],"carefully":[29],"curated":[30],"set":[31],"of":[32,82,104,113,123,133,150,156,209],"370":[33],"protein-carbohydrate":[34,212],"complexes":[35],"with":[36],"experimental":[37],"structural":[38,90],"biophysical":[40],"data":[41,174],"in":[42,80,128],"order":[43],"train":[45],"validate":[47],"new":[49],"tool,":[50],"cutoff":[51],"scanning":[52],"matrix":[53],"(CSM)-carbohydrate,":[54],"using":[55,88],"machine":[56],"learning":[57],"algorithms":[58],"accurately":[60],"predict":[61],"their":[62],"binding":[63,219],"affinity":[64],"rank":[66],"docking":[67,204],"poses":[68,205],"as":[69],"scoring":[71],"function.":[72],"Information":[73],"on":[74,118,211],"both":[75,93,178],"protein":[76],"carbohydrate":[78],"complementarity,":[79],"terms":[81],"shape":[83],"chemistry,":[85],"was":[86,139],"captured":[87],"graph-based":[89],"signatures.":[91],"Across":[92],"training":[94],"independent":[96,120],"test":[97,121],"sets,":[98],"achieved":[100],"comparable":[101],"Pearson's":[102],"correlations":[103],"0.72":[105],"under":[106],"cross-validation":[107],"[root":[108],"mean":[109],"square":[110],"error":[111],"(RMSE)":[112],"1.58":[114],"Kcal/mol]":[115],"0.67":[117],"the":[119,129,134,148,154,207],"(RMSE":[122],"1.72":[124],"Kcal/mol),":[125],"providing":[126],"confidence":[127],"generalisability":[130],"robustness":[132],"final":[135],"model.":[136],"Similar":[137],"performance":[138],"obtained":[140],"across":[141],"mono-,":[142],"di-":[143],"oligosaccharides,":[145],"further":[146],"highlighting":[147],"applicability":[149],"this":[151],"approach":[152],"study":[155],"larger":[157],"complexes.":[158],"We":[159,193],"show":[160],"CSM-carbohydrate":[161,195],"significantly":[162],"outperformed":[163],"previous":[164],"approaches":[165],"have":[167],"implemented":[168],"method":[170],"make":[172],"all":[173],"freely":[175],"available":[176],"through":[177],"user-friendly":[180],"web":[181],"interface":[182],"application":[184],"programming":[185],"interface,":[186],"facilitate":[188],"programmatic":[189],"access":[190],"at":[191],"http://biosig.unimelb.edu.au/csm_carbohydrate/.":[192],"believe":[194],"will":[196],"an":[198],"invaluable":[199],"tool":[200],"helping":[202],"assess":[203],"effects":[208],"mutations":[210],"affinity,":[213],"unravelling":[214],"important":[215],"aspects":[216],"that":[217],"drive":[218],"recognition.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2026-04-04T08:04:53.788161","created_date":"2025-10-10T00:00:00"}
