{"id":"W4282032454","doi":"10.1503/cmaj.211807","title":"Fulminant multiple sclerosis in a 36-year-old man","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Multiple sclerosis; Blurred vision; Confusion; Fulminant; Vertigo; Medicine; Medical history; Emergency department; Past medical history; Pediatrics; Surgery; Psychiatry; Psychology; Psychoanalysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003003348,0.001620112,0.00100347,0.001622862,0.003758776,0.0008043012,0.0007101792,0.003428563,0.002230341],"category_scores_gemma":[0.002247545,0.0007581945,0.001031863,0.001095964,0.0008476211,0.00165145,0.001053943,0.003205305,0.0007095503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008912274,"about_ca_system_score_gemma":0.0009329768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005827049,"about_ca_topic_score_gemma":0.01052089,"domain_scores_codex":[0.9997129,0.00002984344,0.00003182149,0.00007094543,0.00004676595,0.0001077119],"domain_scores_gemma":[0.9991745,0.00013047,0.000123249,0.00003000678,0.00006600821,0.0004756411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001162785,0.0001371259,0.01901568,0.00004120326,0.00001236449,0.9773329,0.0006158992,0.00005759234,0.0009207581,0.0001490661,0.0004888122,0.001112285],"study_design_scores_gemma":[0.00009295936,0.001238098,0.1130453,0.0001092151,0.00006593119,0.8794639,0.001427758,0.000427537,0.0003217586,0.0003850318,0.003366356,0.00005612209],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730588,0.004277966,0.0006435749,0.007599581,0.001180408,0.0002457821,0.0003689,0.000101839,0.01252322],"genre_scores_gemma":[0.9915777,0.002153796,0.0004089499,0.002336193,0.0007969454,0.00002618573,0.0001415386,0.00001620785,0.002542531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005827049,"threshold_uncertainty_score":0.01158625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03654270700034567,"score_gpt":0.2742323740359709,"score_spread":0.2376896670356252,"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."}}