{"id":"W4317726029","doi":"10.1177/13524585221146270","title":"The Canadian Multiple Sclerosis Pregnancy Study: First-trimester miscarriages in women with multiple sclerosis","year":2023,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Multiple sclerosis; Miscarriage; Pregnancy; Medicine; Obstetrics; First trimester; Population; Gynecology; Abortion; Gestation; Psychiatry; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001265202,0.0002045272,0.00033366,0.001244244,0.001251183,0.0005309122,0.000821148,0.0005001003,0.001903116],"category_scores_gemma":[0.006174639,0.000212338,0.0003131318,0.002440504,0.000349364,0.0003392015,0.000481169,0.0006823725,0.0001564729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004046492,"about_ca_system_score_gemma":0.007119581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7546691,"about_ca_topic_score_gemma":0.7760779,"domain_scores_codex":[0.9987252,0.0001995684,0.000107476,0.0001245315,0.0006662667,0.0001769451],"domain_scores_gemma":[0.9974795,0.0004509888,0.001120394,0.0001070256,0.0005307892,0.0003113467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003131275,0.00003431411,0.9885638,0.000167663,0.00008184256,0.000133273,0.0004817959,0.0000324903,0.0001015344,0.0001253206,0.002142402,0.007822539],"study_design_scores_gemma":[0.00002373628,0.00003875352,0.9971623,0.0001730127,0.00006312059,0.0003629858,0.0003663802,0.0001017955,0.00006425232,0.00003164044,0.001604919,0.000007211434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631491,0.01474423,0.0002152274,0.002173848,0.00006121984,0.0002779659,0.01069609,0.00002178393,0.008660499],"genre_scores_gemma":[0.992007,0.004567071,0.0003410022,0.0003514538,0.000022406,0.00009718998,0.001947064,0.000005786211,0.0006610822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2453309,"threshold_uncertainty_score":0.4935513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1169958242901467,"score_gpt":0.289420003314446,"score_spread":0.1724241790242993,"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."}}