{"id":"W2047413783","doi":"10.1177/1352458514528762","title":"Risk of relapse phenotype recurrence in multiple sclerosis","year":2014,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université Laval; Cégep de Lévis; Hôpital Notre-Dame","funders":"Fleni; Monash University","keywords":"Multiple sclerosis; Medicine; Phenotype; Oncology; Psychiatry; Biology; Genetics; Gene","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":[0.001099864,0.0002535006,0.0003833276,0.0006661205,0.000339801,0.0003894694,0.0003772252,0.0004942691,0.001783335],"category_scores_gemma":[0.005610151,0.0001699881,0.0004823387,0.0006315573,0.0002520538,0.0004503517,0.0005933376,0.0007328151,0.0002680151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229558,"about_ca_system_score_gemma":0.00019395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001230833,"about_ca_topic_score_gemma":0.0009978005,"domain_scores_codex":[0.9990387,0.0004099385,0.00008037412,0.0001952239,0.0001572482,0.0001185279],"domain_scores_gemma":[0.9960568,0.0007478715,0.002311586,0.0002519815,0.0002595354,0.0003721397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002302041,0.00002461048,0.9966838,0.000009311236,0.00005052508,0.0001405249,0.00004331286,0.00005333418,0.0001622668,0.00001413245,0.00008585692,0.002502139],"study_design_scores_gemma":[0.000004064355,0.0001317353,0.9984537,0.000005236874,0.00002114761,0.0009261915,0.00006703626,0.0002518348,0.00005621285,0.00003277619,0.00004678993,0.00000333632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993607,0.0002681336,0.00008564613,0.00005302545,0.000002408196,0.000003408651,0.0000880529,0.000008058445,0.0001306222],"genre_scores_gemma":[0.9997054,0.00005330291,0.00004855998,0.00000767653,0.000006479309,0.000002755761,0.0001217339,0.000002587317,0.00005147823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001783335,"threshold_uncertainty_score":0.005965889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1127080162147644,"score_gpt":0.2956423946437368,"score_spread":0.1829343784289723,"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."}}