{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008476078,0.00020089,0.0005655972,0.0001370516,0.00004084584,0.0000302293,0.0001230275,0.0001603311,0.0001307234],"category_scores_gemma":[0.002194955,0.0001602317,0.00003653487,0.0004173087,0.0002281571,0.0002459832,0.0001836381,0.0005528746,0.00003879219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042802,"about_ca_system_score_gemma":0.0001818918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003984477,"about_ca_topic_score_gemma":0.0009883884,"domain_scores_codex":[0.997075,0.0002457084,0.0004057924,0.0004483084,0.001363245,0.0004619784],"domain_scores_gemma":[0.9986998,0.0002846651,0.0001376748,0.0003923604,0.000290844,0.0001946034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001102462,0.004088682,0.9883587,0.0001652109,0.000213589,0.00005223593,0.002494924,0.000007649636,0.002807947,3.213533e-7,0.0002127279,0.0004955188],"study_design_scores_gemma":[0.005893513,0.0004546133,0.9850366,0.0008920931,0.00005051224,0.000003849397,0.0004091137,0.00162777,0.005443041,0.00001476449,0.000005836315,0.0001683502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994811,0.00007792857,0.000002855916,0.001934444,0.00001341672,0.001717109,0.00007287855,0.00005152292,0.001318837],"genre_scores_gemma":[0.9974204,0.00002139428,0.0004167719,0.0002720463,0.0000581945,0.0002660119,0.0001477023,0.00003008573,0.001367395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004791051,"threshold_uncertainty_score":0.653406,"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."}}