{"id":"W4391346345","doi":"10.1016/j.jns.2024.122909","title":"Predictors of relapsing disease course following index event in myelin oligodendrocyte glycoprotein antibody-associated disease (MOGAD)","year":2024,"lang":"en","type":"article","venue":"Journal of the Neurological Sciences","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Internal medicine; Proportional hazards model; Rituximab; Univariate analysis; Disease; Gastroenterology; Immunology; Surgery; Multivariate analysis; Lymphoma","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":[0.0005520165,0.0004060831,0.0003727486,0.0006995781,0.0006801056,0.0007001871,0.0004286737,0.0006232166,0.002977151],"category_scores_gemma":[0.003086812,0.0001924323,0.0005500695,0.0006567893,0.0003025514,0.0007167803,0.0006597505,0.001206203,0.0003380192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002793813,"about_ca_system_score_gemma":0.0005182388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004287931,"about_ca_topic_score_gemma":0.004104979,"domain_scores_codex":[0.9996392,0.0000785805,0.00004671423,0.00006053895,0.00004567276,0.0001293877],"domain_scores_gemma":[0.9969502,0.0006569892,0.001088195,0.0001315224,0.0002463407,0.0009268447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003849225,0.00005655264,0.9982132,0.000005101318,0.00003139193,0.0001312912,0.00003058313,0.00006488932,0.0001372484,0.00001512373,0.00008604993,0.0008437203],"study_design_scores_gemma":[0.000008544599,0.0001634706,0.9985884,0.000009520714,0.00003343869,0.0004573139,0.000157495,0.0003670309,0.0000564304,0.00005125699,0.0001021531,0.000004905969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988834,0.000243999,0.00004807948,0.00004856066,0.00001425803,0.000003803325,0.0001620885,0.000004106536,0.0005916892],"genre_scores_gemma":[0.9994919,0.00006477861,0.00003370276,0.00001316873,0.00002788183,0.000002539068,0.0002195949,0.000001561085,0.0001448028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004287931,"threshold_uncertainty_score":0.009959579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03226110956543485,"score_gpt":0.3477551409835352,"score_spread":0.3154940314181004,"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."}}