{"id":"W4415956847","doi":"10.1002/acn3.70238","title":"Insights Into the Antigenic Repertoire of Unclassified Synaptic Antibodies","year":2025,"lang":"en","type":"article","venue":"Annals of Clinical and Translational Neurology","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Health Research Board; University College Dublin; Wellcome Trust; Canadian Institute for Theoretical Astrophysics","keywords":"Repertoire; Antigen; Antibody; Intracellular; Antibody Repertoire; Epitope","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003899137,0.0004134505,0.0002891333,0.00125835,0.0001906951,0.0007749005,0.0002865449,0.0003211857,0.001256906],"category_scores_gemma":[0.000820602,0.0001548441,0.0002245585,0.0005948999,0.0001840283,0.0003088064,0.0003273258,0.0002733414,0.0004958532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002961338,"about_ca_system_score_gemma":0.0001821869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005672608,"about_ca_topic_score_gemma":0.001065222,"domain_scores_codex":[0.9996443,0.00004700212,0.00004233704,0.000109409,0.00009690712,0.00006008991],"domain_scores_gemma":[0.9996172,0.00008491231,0.0001336225,0.00002926247,0.00008638985,0.00004861598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004866453,0.00008192858,0.5473039,0.0003553443,0.0001792881,0.001612001,0.0002683144,0.00113206,0.3939105,0.0002788342,0.000792009,0.05359925],"study_design_scores_gemma":[0.00002461293,0.0003733134,0.9242205,0.0001120745,0.0001804345,0.01189425,0.0005491694,0.006306531,0.04710181,0.0006565674,0.008559726,0.00002102304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947744,0.002684976,0.001013874,0.00008876474,0.000008781501,0.000006486798,0.0004267159,0.00002664075,0.0009694532],"genre_scores_gemma":[0.9967036,0.000775897,0.001383125,0.0001040031,0.00002185603,0.000005637593,0.0007390924,0.00001066342,0.0002562194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00125835,"threshold_uncertainty_score":0.00420481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09350658281045027,"score_gpt":0.4010942649847865,"score_spread":0.3075876821743362,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}