{"id":"https://openalex.org/W7213330745","doi":"https://doi.org/10.64898/2026.09.14.26363001","title":"Mapping the Diagnostic Space of Auditory Brainstem Responses: An Interpretable Framework for Classification","display_name":"Mapping the Diagnostic Space of Auditory Brainstem Responses: An Interpretable Framework for Classification","publication_year":2026,"publication_date":"2026-09-15","ids":{"openalex":"https://openalex.org/W7213330745","doi":"https://doi.org/10.64898/2026.09.14.26363001"},"language":"en","primary_location":{"id":"doi:10.64898/2026.09.14.26363001","doi":"https://doi.org/10.64898/2026.09.14.26363001","is_oa":true,"landing_page_url":"https://doi.org/10.64898/2026.09.14.26363001","pdf_url":"https://www.medrxiv.org/content/medrxiv/early/2026/09/15/2026.09.14.26363001.full.pdf","source":{"id":"https://openalex.org/S3005729997","display_name":"medRxiv","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":["https://openalex.org/P4310315909"],"host_organization_lineage_names":["Cold Spring Harbor Laboratory Press"],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"medRxiv","raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.medrxiv.org/content/medrxiv/early/2026/09/15/2026.09.14.26363001.full.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083132027","display_name":"Letizia Clementi","orcid":"https://orcid.org/0000-0002-4186-1988","observed_orcids":["https://orcid.org/0000-0002-4186-1988"]},"institutions":[{"id":"https://openalex.org/I4210164485","display_name":"Fondazione IRCCS Istituto Neurologico Carlo Besta","ror":"https://ror.org/05rbx8m02","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210164485"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Letizia Clementi","raw_affiliation_strings":["Neurology, Public Health and Disability Unit, Fondazione IRCCS Istituto Neurologico \u201cCarlo Besta\u201c, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0002-4186-1988","affiliations":[{"raw_affiliation_string":"Neurology, Public Health and Disability Unit, Fondazione IRCCS Istituto Neurologico \u201cCarlo Besta\u201c, Milan, Italy","institution_ids":["https://openalex.org/I4210164485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029419212","display_name":"Daniele Cazzato","orcid":"https://orcid.org/0000-0002-7580-1422","observed_orcids":["https://orcid.org/0000-0002-7580-1422"]},"institutions":[{"id":"https://openalex.org/I4210164485","display_name":"Fondazione IRCCS Istituto Neurologico Carlo Besta","ror":"https://ror.org/05rbx8m02","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210164485"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Daniele Cazzato","raw_affiliation_strings":["Neurophysiology Unit, Fondazione IRCCS Istituto Neurologico \u201cCarlo Besta\u201c, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0002-7580-1422","affiliations":[{"raw_affiliation_string":"Neurophysiology Unit, Fondazione IRCCS Istituto Neurologico \u201cCarlo Besta\u201c, Milan, Italy","institution_ids":["https://openalex.org/I4210164485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089326450","display_name":"Elisa Visani","orcid":"https://orcid.org/0000-0002-1399-2630","observed_orcids":["https://orcid.org/0000-0002-1399-2630"]},"institutions":[{"id":"https://openalex.org/I4210164485","display_name":"Fondazione IRCCS Istituto Neurologico Carlo Besta","ror":"https://ror.org/05rbx8m02","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210164485"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elisa Visani","raw_affiliation_strings":["Epilepsy Unit, Fondazione IRCCS Istituto Neurologico \u201cCarlo Besta\u201c, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0002-1399-2630","affiliations":[{"raw_affiliation_string":"Epilepsy Unit, Fondazione IRCCS Istituto Neurologico \u201cCarlo Besta\u201c, Milan, Italy","institution_ids":["https://openalex.org/I4210164485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5151844629","display_name":"Marie Nicolis Di Robilant","orcid":"https://orcid.org/0009-0007-1295-3780","observed_orcids":["https://orcid.org/0009-0007-1295-3780"]},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]},{"id":"https://openalex.org/I4210164485","display_name":"Fondazione IRCCS Istituto Neurologico Carlo Besta","ror":"https://ror.org/05rbx8m02","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210164485"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marie Carolina Nicolis di Robilant","raw_affiliation_strings":["Parkinson and Movement Disorders Unit, Fondazione IRCCS Istituto Neurologico \u201cCarlo Besta\u201d, Milan, Italy","University of Milan, Milan, Italy"],"raw_orcid":"https://orcid.org/0009-0007-1295-3780","affiliations":[{"raw_affiliation_string":"Parkinson and Movement Disorders Unit, Fondazione IRCCS Istituto Neurologico \u201cCarlo Besta\u201d, Milan, Italy","institution_ids":["https://openalex.org/I4210164485"]},{"raw_affiliation_string":"University of Milan, Milan, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069017360","display_name":"Annamaria Gallone","orcid":"https://orcid.org/0000-0002-6081-6090","observed_orcids":["https://orcid.org/0000-0002-6081-6090"]},"institutions":[{"id":"https://openalex.org/I4210164485","display_name":"Fondazione IRCCS Istituto Neurologico Carlo Besta","ror":"https://ror.org/05rbx8m02","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210164485"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Annamaria Gallone","raw_affiliation_strings":["Neurophysiology Unit, Fondazione IRCCS Istituto Neurologico \u201cCarlo Besta\u201c, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6081-6090","affiliations":[{"raw_affiliation_string":"Neurophysiology Unit, Fondazione IRCCS Istituto Neurologico \u201cCarlo Besta\u201c, Milan, Italy","institution_ids":["https://openalex.org/I4210164485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114978575","display_name":"Virginia Iacobelli","orcid":"https://orcid.org/0009-0009-3106-6604","observed_orcids":["https://orcid.org/0009-0009-3106-6604"]},"institutions":[{"id":"https://openalex.org/I4210164485","display_name":"Fondazione IRCCS Istituto Neurologico Carlo Besta","ror":"https://ror.org/05rbx8m02","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210164485"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Virginia Iacobelli","raw_affiliation_strings":["Neurophysiology Unit, Fondazione IRCCS Istituto Neurologico \u201cCarlo Besta\u201c, Milan, Italy"],"raw_orcid":"https://orcid.org/0009-0009-3106-6604","affiliations":[{"raw_affiliation_string":"Neurophysiology Unit, Fondazione IRCCS Istituto Neurologico \u201cCarlo Besta\u201c, Milan, Italy","institution_ids":["https://openalex.org/I4210164485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069071336","display_name":"Paola Lanteri","orcid":"https://orcid.org/0000-0001-7561-7724","observed_orcids":["https://orcid.org/0000-0001-7561-7724"]},"institutions":[{"id":"https://openalex.org/I4210164485","display_name":"Fondazione IRCCS Istituto Neurologico Carlo Besta","ror":"https://ror.org/05rbx8m02","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210164485"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paola Lanteri","raw_affiliation_strings":["Neurophysiology Unit, Fondazione IRCCS Istituto Neurologico \u201cCarlo Besta\u201c, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0001-7561-7724","affiliations":[{"raw_affiliation_string":"Neurophysiology Unit, Fondazione IRCCS Istituto Neurologico \u201cCarlo Besta\u201c, Milan, Italy","institution_ids":["https://openalex.org/I4210164485"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084514581","display_name":"Davide Rossi Sebastiano","orcid":"https://orcid.org/0000-0003-3698-8615","observed_orcids":["https://orcid.org/0000-0003-3698-8615"]},"institutions":[{"id":"https://openalex.org/I4210164485","display_name":"Fondazione IRCCS Istituto Neurologico Carlo Besta","ror":"https://ror.org/05rbx8m02","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210164485"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Rossi Sebastiano","raw_affiliation_strings":["Neurophysiology Unit, Fondazione IRCCS Istituto Neurologico \u201cCarlo Besta\u201c, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3698-8615","affiliations":[{"raw_affiliation_string":"Neurophysiology Unit, Fondazione IRCCS Istituto Neurologico \u201cCarlo Besta\u201c, Milan, Italy","institution_ids":["https://openalex.org/I4210164485"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5029419212"],"corresponding_institution_ids":["https://openalex.org/I4210164485"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10334","display_name":"Hearing, Cochlea, Tinnitus, Genetics","score":0.7602999806404114,"subfield":{"id":"https://openalex.org/subfields/2809","display_name":"Sensory Systems"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10334","display_name":"Hearing, Cochlea, Tinnitus, Genetics","score":0.7602999806404114,"subfield":{"id":"https://openalex.org/subfields/2809","display_name":"Sensory Systems"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.09160000085830688,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10542","display_name":"Vestibular and auditory disorders","score":0.04320000112056732,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/auditory-brainstem-response","display_name":"auditory brainstem response","score":0.9639999866485596},{"id":"https://openalex.org/keywords/rule-based-classification","display_name":"rule-based classification","score":0.6669999957084656},{"id":"https://openalex.org/keywords/evoked-potentials","display_name":"evoked potentials","score":0.7009999752044678},{"id":"https://openalex.org/keywords/interpeak-intervals","display_name":"interpeak intervals","score":0.6990000009536743},{"id":"https://openalex.org/keywords/interpretable-classification","display_name":"interpretable classification","score":0.5580000281333923},{"id":"https://openalex.org/keywords/clinical-decision-support","display_name":"clinical decision support","score":0.6240000128746033}],"concepts":[{"id":"https://openalex.org/C160798450","wikidata":"https://www.wikidata.org/wiki/Q4230870","display_name":"Concordance","level":2,"score":0.6906999945640564},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5866000056266785},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5332000255584717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5112000107765198},{"id":"https://openalex.org/C180205008","wikidata":"https://www.wikidata.org/wiki/Q159190","display_name":"Amplitude","level":2,"score":0.5045999884605408},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4629000127315521},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.40059998631477356},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.3853999972343445},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3815999925136566},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.38100001215934753},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.3799999952316284},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.36000001430511475},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.3547999858856201},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3328999876976013},{"id":"https://openalex.org/C43791021","wikidata":"https://www.wikidata.org/wiki/Q608256","display_name":"Auditory brainstem response","level":3,"score":0.3255000114440918},{"id":"https://openalex.org/C73586568","wikidata":"https://www.wikidata.org/wiki/Q2600211","display_name":"Parameter space","level":2,"score":0.3237000107765198},{"id":"https://openalex.org/C2778724333","wikidata":"https://www.wikidata.org/wiki/Q14401","display_name":"Kappa","level":2,"score":0.3089999854564667},{"id":"https://openalex.org/C61863361","wikidata":"https://www.wikidata.org/wiki/Q470749","display_name":"Inter-rater reliability","level":3,"score":0.3073999881744385},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.30630001425743103},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.30140000581741333},{"id":"https://openalex.org/C163864269","wikidata":"https://www.wikidata.org/wiki/Q1107106","display_name":"Cohen's kappa","level":2,"score":0.29989999532699585},{"id":"https://openalex.org/C2776818064","wikidata":"https://www.wikidata.org/wiki/Q829903","display_name":"Agreement","level":2,"score":0.29820001125335693},{"id":"https://openalex.org/C3020452639","wikidata":"https://www.wikidata.org/wiki/Q454812","display_name":"Clinical judgment","level":2,"score":0.29499998688697815},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.29280000925064087},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.2786000072956085},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.27630001306533813},{"id":"https://openalex.org/C551621295","wikidata":"https://www.wikidata.org/wiki/Q182228","display_name":"Brainstem","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C9376300","wikidata":"https://www.wikidata.org/wiki/Q168817","display_name":"Algebraic number","level":2,"score":0.2612999975681305},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.25769999623298645},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.64898/2026.09.14.26363001","doi":"https://doi.org/10.64898/2026.09.14.26363001","is_oa":true,"landing_page_url":"https://doi.org/10.64898/2026.09.14.26363001","pdf_url":"https://www.medrxiv.org/content/medrxiv/early/2026/09/15/2026.09.14.26363001.full.pdf","source":{"id":"https://openalex.org/S3005729997","display_name":"medRxiv","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":["https://openalex.org/P4310315909"],"host_organization_lineage_names":["Cold Spring Harbor Laboratory Press"],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"medRxiv","raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.64898/2026.09.14.26363001","doi":"https://doi.org/10.64898/2026.09.14.26363001","is_oa":true,"landing_page_url":"https://doi.org/10.64898/2026.09.14.26363001","pdf_url":"https://www.medrxiv.org/content/medrxiv/early/2026/09/15/2026.09.14.26363001.full.pdf","source":{"id":"https://openalex.org/S3005729997","display_name":"medRxiv","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":["https://openalex.org/P4310315909"],"host_organization_lineage_names":["Cold Spring Harbor Laboratory Press"],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"medRxiv","raw_type":"posted-content"},"sustainable_development_goals":[{"score":0.7246000170707703,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321781","display_name":"Ministero della Salute","ror":"https://ror.org/00789fa95"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7213330745.pdf","grobid_xml":"https://content.openalex.org/works/W7213330745.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1967829734","https://openalex.org/W1987819186","https://openalex.org/W2954555029","https://openalex.org/W2999311334","https://openalex.org/W3035566563","https://openalex.org/W3042161928","https://openalex.org/W3120434070","https://openalex.org/W3121016042","https://openalex.org/W4303712215","https://openalex.org/W4394009485","https://openalex.org/W7130517967","https://openalex.org/W7154684596"],"related_works":["https://openalex.org/W2088179932","https://openalex.org/W1493290330","https://openalex.org/W1989744578","https://openalex.org/W7212451033","https://openalex.org/W2097302239","https://openalex.org/W2014168559","https://openalex.org/W4324351365","https://openalex.org/W2055615831","https://openalex.org/W6991832309","https://openalex.org/W2061436838"],"abstract_inverted_index":{"Abstract":[0],"Background":[1],"Auditory":[2,288],"Brainstem":[3,289],"Responses":[4],"(ABRs)":[5],"are":[6],"objective":[7],"and":[8,72,79,85,88,99,111,121,125,135,169,178,192,210,215,217,283,323],"highly":[9,205],"standardized":[10],"evoked":[11],"potentials,":[12],"but":[13],"their":[14],"clinical":[15,281],"interpretation":[16,265,292],"still":[17],"largely":[18],"depends":[19],"on":[20,29],"expert":[21,115,176],"visual":[22],"assessment.":[23],"Most":[24],"automated":[25],"ABR":[26,42,59,153,242,264,306,321],"approaches":[27],"focus":[28],"signal":[30],"detection,":[31],"threshold":[32],"estimation,":[33],"or":[34],"waveform":[35],"recognition,":[36],"whereas":[37,183],"the":[38,81,86,196,227,260],"diagnostic":[39,202,221,254,269,299,324],"reasoning":[40],"linking":[41],"features":[43],"to":[44,157,310],"clinically":[45,62],"meaningful":[46],"categories":[47],"remains":[48],"insufficiently":[49],"formalized.":[50],"Methods":[51],"We":[52],"developed":[53],"a":[54,246,252,267,276,297],"theoretical,":[55],"rule-based":[56],"framework":[57,240],"for":[58,106,241,279],"classification.":[60,325],"Nine":[61],"relevant":[63],"descriptors":[64,322],"were":[65,193],"defined:":[66],"amplitudes":[67],"of":[68,75,150,262,304],"waves":[69,76],"I,":[70,77],"III,":[71,78],"V;":[73,80],"latencies":[74],"I/V":[82],"amplitude":[83,225],"ratio;":[84],"I-V":[87],"III-V":[89],"interpeak":[90],"intervals.":[91],"The":[92,147,201],"complete":[93],"theoretical":[94,248,302],"combinatorial":[95,249],"space":[96,149,203,250,270,303],"was":[97,130,140,155,181,204,226,308],"generated":[98],"progressively":[100],"reduced":[101,156,309],"using":[102,132,142],"rules":[103,180,185,315],"that":[104],"accounted":[105],"non-applicable":[107],"descriptors,":[108],"algebraic":[109],"consistency,":[110],"neurobiological":[112],"plausibility.":[113],"Two":[114],"raters":[116,162,191],"independently":[117],"labeled":[118],"valid":[119,159,312],"configurations":[120,154,307],"compared":[122],"with":[123,166,189,207],"language-model-assisted":[124,179],"logic-based":[126,184],"rule":[127,199],"systems.":[128],"Agreement":[129,174],"assessed":[131],"percentage":[133],"concordance":[134,168],"Cohen\u2019s":[136,170],"k.":[137],"Descriptor":[138],"importance":[139],"explored":[141],"Random":[143],"Forest":[144],"analysis.":[145],"Results":[146],"initial":[148],"5,832":[151,305],"possible":[152],"343":[158,311],"configurations.":[160],"Expert":[161],"showed":[163,186],"high":[164],"agreement,":[165],"84.55%":[167],"k":[171],"=":[172],"0.620.":[173],"between":[175,320],"classifications":[177],"lower,":[182],"higher":[187],"agreement":[188],"both":[190],"retained":[194],"as":[195,266,296],"final":[197],"proposed":[198],"set.":[200],"asymmetric,":[206],"NORM,":[208],"PPSHA,":[209],"PPC":[211],"occupying":[212],"narrow":[213],"regions,":[214],"PB":[216],"MIXED":[218],"representing":[219],"broader":[220],"domains.":[222],"Wave":[223],"I":[224],"most":[228],"influential":[229],"descriptor":[230],"across":[231],"classification":[232,243],"agents.":[233],"Conclusions":[234],"This":[235,256],"work":[236],"provides":[237],"an":[238,317],"interpretable":[239,318],"by":[244],"transforming":[245],"broad":[247],"into":[251],"constrained":[253,298],"domain.":[255],"proof-of-concept":[257],"study":[258],"supports":[259],"feasibility":[261],"modelling":[263],"structured":[268],"grounded":[271],"in":[272],"auditory":[273],"neurobiology,":[274],"providing":[275],"reproducible":[277],"foundation":[278],"future":[280],"validation":[282],"semi-automated":[284],"decision-support":[285],"tools.":[286],"Highlights":[287],"Response":[290],"(ABR)":[291],"can":[293],"be":[294],"formalized":[295],"space.":[300],"A":[301],"patterns.":[313],"Logic-based":[314],"provided":[316],"bridge":[319]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-09-16T00:00:00"}
