{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001177765,0.0005298802,0.001195643,0.0007586824,0.0001645304,0.00008821802,0.0002127929,0.0004972297,0.0001504156],"category_scores_gemma":[0.001789526,0.0003879157,0.0008879557,0.001084526,0.000673725,0.0002123374,0.000216812,0.0012724,0.00009909425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001963335,"about_ca_system_score_gemma":0.0001261554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002204838,"about_ca_topic_score_gemma":0.0002887876,"domain_scores_codex":[0.9955826,0.0002810536,0.001564174,0.001033695,0.0007009499,0.0008374606],"domain_scores_gemma":[0.9969543,0.00173146,0.0001595685,0.0006112973,0.0001094912,0.0004339381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006185482,0.0009906113,0.8931718,0.0001900277,0.0007227013,0.00001178993,0.001197076,0.0002320513,0.005381439,0.00001764863,0.0005108521,0.09695544],"study_design_scores_gemma":[0.008096768,0.001824051,0.9733296,0.001417516,0.0001009862,0.000002906676,0.0003583841,0.01405632,0.0001562496,0.00003563136,0.0002491035,0.0003724863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930639,0.002875711,0.0000158012,0.0007806799,0.0003885994,0.001237376,0.0001151955,0.000206857,0.001315874],"genre_scores_gemma":[0.9859924,0.01313199,0.0001937541,0.00005546578,0.00006763676,0.0000897646,0.00003666832,0.000101804,0.0003304663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09658295,"threshold_uncertainty_score":0.9998572,"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."}}