{"id":"W4410141120","doi":"10.1212/nxi.0000000000200403","title":"Identification of Distinct Biological Groups of Patients With Cryptogenic NORSE via Inflammatory Profiling","year":2025,"lang":"en","type":"article","venue":"Neurology Neuroimmunology & Neuroinflammation","topic":"Otitis Media and Relapsing Polychondritis","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute on Aging","keywords":"Identification (biology); Profiling (computer programming); Computational biology; Biology; Medicine; Computer science; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003215779,0.000447016,0.0005750511,0.001098576,0.0004951889,0.0007166752,0.0002020716,0.0003856878,0.001084727],"category_scores_gemma":[0.001107703,0.0001177417,0.0002998975,0.0006848968,0.0004274819,0.0003521862,0.0005551142,0.0003430994,0.0002112145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002854679,"about_ca_system_score_gemma":0.0003325444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005455647,"about_ca_topic_score_gemma":0.0006259245,"domain_scores_codex":[0.9996792,0.0000531045,0.000048149,0.00008825939,0.00005793417,0.00007343441],"domain_scores_gemma":[0.9992379,0.0001140721,0.0003510996,0.00005356543,0.00009040956,0.0001529965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001128745,0.00006492854,0.9801002,0.00004526388,0.00004618014,0.001532564,0.0001349483,0.0001221872,0.01132421,0.000069947,0.00007938432,0.005351491],"study_design_scores_gemma":[0.00004829996,0.0004893971,0.986777,0.00003010441,0.00007143707,0.008158389,0.0006337209,0.000806589,0.00219088,0.0002071906,0.0005734289,0.00001350488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989762,0.0003267956,0.0002891595,0.00002637583,0.000004133085,0.0000190647,0.0001247374,0.000005024956,0.0002283562],"genre_scores_gemma":[0.9989657,0.0001336529,0.0005044594,0.00002546824,0.00001345939,0.00001477352,0.0002762889,0.000002340647,0.00006378094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001098576,"threshold_uncertainty_score":0.003628731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005520369981164936,"score_gpt":0.2213188155590184,"score_spread":0.2157984455778535,"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."}}