{"id":"W4400156306","doi":"10.1016/j.msard.2024.105749","title":"Impact of sex on clinical outcome in early Multiple Sclerosis","year":2024,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Chugai Pharmaceutical; Berlin Institute of Health; Stiftung Charité; Sanofi; Bayer HealthCare; European Commission; British Society for Immunology; Alexion Pharmaceuticals; Novartis Pharma; Novartis; Bundesministerium für Bildung und Forschung; Teva Pharmaceutical Industries; Bayer; Biogen; Arthur Arnstein Stiftung; Guthy-Jackson Charitable Foundation","keywords":"Multiple sclerosis; Medicine; Stage (stratigraphy); Pediatrics; Internal medicine; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002318604,0.0003480319,0.0004038895,0.0005216791,0.0002254172,0.0006511401,0.0002792234,0.0003744872,0.002067784],"category_scores_gemma":[0.005530099,0.0001147461,0.0006239839,0.0004852034,0.00034156,0.0003411033,0.0004024543,0.0005264585,0.0002220906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001305504,"about_ca_system_score_gemma":0.0002062295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005448776,"about_ca_topic_score_gemma":0.0006157283,"domain_scores_codex":[0.9991805,0.0003650537,0.00006381898,0.0001644256,0.0001363076,0.00008985845],"domain_scores_gemma":[0.9942332,0.002458936,0.002253152,0.0003320358,0.0002459277,0.0004768292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008530879,0.00002256117,0.994348,0.00002298711,0.0001342121,0.0001336313,0.00003866361,0.00004749904,0.0001193977,0.00001995971,0.00004500233,0.004215038],"study_design_scores_gemma":[0.00001652715,0.0002301465,0.9987691,0.00001967537,0.00008701959,0.0004646098,0.00003979282,0.0001243484,0.00005657469,0.00006550798,0.0001230074,0.000003623949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953745,0.003479831,0.0001384498,0.00009789075,0.00002239247,0.000006612142,0.0002917098,0.000005127685,0.0005834436],"genre_scores_gemma":[0.9993314,0.0003300828,0.00003665824,0.00002447094,0.00002049215,0.000003488348,0.0001380686,0.000002816286,0.0001125219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002318604,"threshold_uncertainty_score":0.01226211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1122117817555692,"score_gpt":0.3679853638562123,"score_spread":0.2557735821006431,"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."}}