{"id":"W3006172450","doi":"10.1136/bmjqs-2019-010588","title":"REMS in pregnancy: system perfectly designed to the get the results it gets","year":2020,"lang":"en","type":"letter","venue":"BMJ Quality & Safety","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Thalidomide; Isotretinoin; Certification; Patient safety; Pregnancy; Drug; Family medicine; Health care; Medical emergency; Intensive care medicine; Pharmacology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.049888,0.001327943,0.001016718,0.00250435,0.004273014,0.009894546,0.004340685,0.007638461,0.04522035],"category_scores_gemma":[0.09743535,0.001266639,0.001507209,0.001577179,0.005453095,0.01180093,0.01930401,0.008189169,0.04783689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0047885,"about_ca_system_score_gemma":0.02988571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004490989,"about_ca_topic_score_gemma":0.004973578,"domain_scores_codex":[0.9492333,0.02829398,0.003942912,0.003667261,0.0118402,0.003022452],"domain_scores_gemma":[0.9380412,0.01793025,0.005179796,0.01249989,0.01383133,0.01251756],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002206672,0.0002622479,0.004613173,0.0004854194,0.00004680529,0.0007094099,0.003495726,0.0006217725,0.0008348447,0.06911545,0.4416695,0.477925],"study_design_scores_gemma":[0.00005009763,0.0001844287,0.001555098,0.0008108359,0.00002051181,0.0005970547,0.0006111843,0.0006395747,0.000623922,0.01849002,0.9763425,0.00007480338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00545575,0.01202339,0.1811464,0.4193872,0.01708736,0.002893873,0.001342791,0.03297925,0.327684],"genre_scores_gemma":[0.1153142,0.01801223,0.3323216,0.2177689,0.01586798,0.00615481,0.003182222,0.008743474,0.2826345],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.950112,"threshold_uncertainty_score":0.2638361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08265523782611292,"score_gpt":0.3719259913432974,"score_spread":0.2892707535171845,"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."}}