{"id":"W4404515003","doi":"10.1186/s12884-024-06932-y","title":"Trends in medications for autoimmune disorders during pregnancy and factors for their discontinuation: a population-based study","year":2024,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Pregnancy; Discontinuation; Antiphospholipid syndrome; Medical prescription; Rheumatoid arthritis; Obstetrics; Population; Internal medicine; Pediatrics","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":[0.0009878969,0.0001806639,0.0003089068,0.0008371087,0.0004511061,0.0005396627,0.0005192244,0.0003947771,0.001041044],"category_scores_gemma":[0.002612603,0.0002511303,0.0007011506,0.002127822,0.0002358377,0.0004288175,0.0003291781,0.0007311222,0.0001512111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167387,"about_ca_system_score_gemma":0.001796926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3309332,"about_ca_topic_score_gemma":0.3314505,"domain_scores_codex":[0.9991382,0.0001383638,0.00009022079,0.0002428935,0.0002339504,0.0001563539],"domain_scores_gemma":[0.9980122,0.000264922,0.001114183,0.0001014557,0.0003295549,0.0001776612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002426961,0.000009547812,0.9987742,0.000009560486,0.00005656576,0.00002386396,0.00003906581,0.00002533259,0.00004040395,0.00001018739,0.0001111649,0.0008757522],"study_design_scores_gemma":[0.000002488152,0.0000278794,0.9993315,0.00001481507,0.00002533222,0.00008449857,0.00008965024,0.0001769005,0.00001351044,0.000005044728,0.0002256452,0.000002762188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99331,0.00153907,0.0002032504,0.0001730212,0.000009587764,0.0000255891,0.004007275,0.000009143658,0.0007231036],"genre_scores_gemma":[0.9974286,0.0006576981,0.0001740457,0.00006942901,0.000009258297,0.00002011596,0.001414441,0.000003412251,0.0002229104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3309332,"threshold_uncertainty_score":0.658014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0224363532539241,"score_gpt":0.3021704385366296,"score_spread":0.2797340852827055,"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."}}