{"id":"W1720956115","doi":"10.1371/journal.pone.0122686","title":"Male Sex Is Independently Associated with Faster Disability Accumulation in Relapse-Onset MS but Not in Primary Progressive MS","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Lévis; Hôpital Notre-Dame","funders":"","keywords":"Medicine; Multiple sclerosis; Internal medicine; Sex characteristics; Young adult; Proportional hazards model; Cohort; Cohort study; Pediatrics; Immunology","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":[0.000663055,0.0002908677,0.0004871185,0.0007065588,0.0003452241,0.0006488591,0.0002806414,0.0003690379,0.006409367],"category_scores_gemma":[0.003095081,0.0002215066,0.0006355931,0.0006749781,0.0002439182,0.0002957191,0.0003146614,0.0005692594,0.000755972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001491217,"about_ca_system_score_gemma":0.0003198561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001151652,"about_ca_topic_score_gemma":0.001036273,"domain_scores_codex":[0.9995356,0.0001016143,0.00004287136,0.00012087,0.000110799,0.00008821794],"domain_scores_gemma":[0.9971643,0.0004233246,0.001613757,0.0002137551,0.0001761181,0.000408684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003181588,0.00001649979,0.9962425,0.00001687182,0.0000688068,0.0001985009,0.00004424797,0.00002263731,0.0003169589,0.00002437312,0.0001667762,0.0025637],"study_design_scores_gemma":[0.000008072012,0.0001023385,0.9978492,0.00001144205,0.00005469691,0.001382754,0.00006045464,0.00008338485,0.00009772227,0.00004579041,0.0003004984,0.000003763599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963923,0.00164083,0.0001307863,0.0001587103,0.00004057223,0.000006482871,0.0005372201,0.00002144578,0.001071664],"genre_scores_gemma":[0.9991786,0.0002517993,0.00005769712,0.00002417541,0.00003130173,0.000002973597,0.0001827086,0.000006021433,0.0002648131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006409367,"threshold_uncertainty_score":0.02144152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.166455947698835,"score_gpt":0.334138763875675,"score_spread":0.1676828161768401,"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."}}