{"id":"W2054962526","doi":"10.1177/1352458513507816","title":"Predictors and dynamics of postpartum relapses in women with multiple sclerosis","year":2013,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":185,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Cégep de Lévis; Hôpital Notre-Dame","funders":"Medical Research Council; Novartis Pharma; Sanofi","keywords":"Medicine; Pregnancy; Multiple sclerosis; Postpartum period; Observational study; Obstetrics; Logistic regression; Expanded Disability Status Scale; Internal medicine","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":[0.001024659,0.0001455065,0.0002814394,0.000424042,0.0002758377,0.0004423328,0.0003349383,0.0003249946,0.001026768],"category_scores_gemma":[0.006879271,0.0002389537,0.0002935553,0.0005578654,0.000225252,0.000304453,0.0002980218,0.0006776245,0.0001518305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002228862,"about_ca_system_score_gemma":0.0002880841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003177422,"about_ca_topic_score_gemma":0.002311368,"domain_scores_codex":[0.9995205,0.0001826742,0.00004938754,0.00008339638,0.00008038314,0.00008369651],"domain_scores_gemma":[0.9976654,0.0008271602,0.001046751,0.000142339,0.0001250391,0.0001934425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001518419,0.00002034903,0.9976317,0.000005483939,0.00001819454,0.0001161948,0.00007959305,0.00002000525,0.00006120982,0.00001210428,0.00005694669,0.001826478],"study_design_scores_gemma":[0.00000411859,0.00008003516,0.9989267,0.00001040431,0.00002123862,0.000448759,0.0001787067,0.0001911833,0.00003763133,0.00002868785,0.00007000511,0.000002430763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990371,0.0004930515,0.00005723341,0.0001035365,0.000005250042,0.000004486212,0.00009067337,0.000003598614,0.0002050542],"genre_scores_gemma":[0.9995936,0.0001887585,0.00005468775,0.00001234554,0.000006001004,0.000005378039,0.00007792536,0.000001522073,0.00005981005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003177422,"threshold_uncertainty_score":0.006317854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04471579156247234,"score_gpt":0.2505004825673269,"score_spread":0.2057846910048546,"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."}}