{"id":"W2556280554","doi":"10.1177/1352458516679893","title":"Quantifying risk of early relapse in patients with first demyelinating events: Prediction in clinical practice","year":2016,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Hôpital Notre-Dame; Hôpital Charles-Le Moyne","funders":"National Health and Medical Research Council; Biogen; Novartis Pharma; Sanofi","keywords":"Medicine; Nomogram; Concordance; Clinically isolated syndrome; Multiple sclerosis; Proportional hazards model; Expanded Disability Status Scale; Magnetic resonance imaging; Quartile; Internal medicine; Confidence interval; Radiology","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":[0.004647417,0.0005085922,0.0006264175,0.001788028,0.000329778,0.001294045,0.0006366731,0.0007001731,0.001061081],"category_scores_gemma":[0.01909809,0.0002459989,0.000404985,0.001518319,0.0003575929,0.000969358,0.0008803156,0.0007951602,0.0004013371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000359738,"about_ca_system_score_gemma":0.0004488587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001842898,"about_ca_topic_score_gemma":0.002107001,"domain_scores_codex":[0.9977874,0.00128052,0.0002579682,0.0002854084,0.000282513,0.0001062625],"domain_scores_gemma":[0.9868414,0.005678882,0.00534468,0.0004322744,0.0008445414,0.0008582403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009087485,0.00001907218,0.9936214,0.0000194131,0.00002200908,0.00003057177,0.00004213376,0.0003133572,0.00003260263,0.00001984882,0.0001947408,0.005593988],"study_design_scores_gemma":[0.00002265269,0.0002903704,0.9878244,0.00008529915,0.00005853502,0.0005230883,0.0003157205,0.009922662,0.0001506936,0.0004147826,0.0003750447,0.00001674694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941571,0.001413973,0.001995659,0.0005493752,0.00002250761,0.00004943118,0.0004529649,0.00005045373,0.001308658],"genre_scores_gemma":[0.9979771,0.0002909658,0.001379546,0.00002600306,0.00001822929,0.00001568671,0.0002347986,0.000003837533,0.00005390864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004647417,"threshold_uncertainty_score":0.02457821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0905137699598752,"score_gpt":0.3398284867819918,"score_spread":0.2493147168221166,"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."}}