{"id":"W4399482592","doi":"10.1136/annrheumdis-2024-eular.4976","title":"AB1516 SYSTEMATIC ASSESSMENT OF REGULATOR ADVICE ABOUT ANTI-RHEUMATIC DRUGS USE IN PREGNANCY – AN INTERIM ANALYSIS FROM THE EU, UK, USA, CANADA, BRAZIL AND JAPAN","year":2024,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pregnancy; Medicine; Interim; Family medicine; Systematic review; Interim analysis; Alternative medicine; Pediatrics; MEDLINE; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01638797,0.0009903111,0.004062392,0.002024378,0.0007802352,0.001684668,0.0009993536,0.002116559,0.0044854],"category_scores_gemma":[0.0703733,0.001018823,0.01591001,0.004482929,0.0006314844,0.001069932,0.002159061,0.001778465,0.0005581912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002004273,"about_ca_system_score_gemma":0.009406598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1087766,"about_ca_topic_score_gemma":0.179288,"domain_scores_codex":[0.9716434,0.01588929,0.005904481,0.002394308,0.002780359,0.001388137],"domain_scores_gemma":[0.9512749,0.02217768,0.01430775,0.003479212,0.007863701,0.0008968548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02677971,0.0003224519,0.5498854,0.08753647,0.2738458,0.0003257391,0.002485873,0.0007211653,0.0005852474,0.0003487052,0.009515928,0.04764753],"study_design_scores_gemma":[0.006324639,0.001916358,0.6384112,0.03456866,0.3040245,0.0002279876,0.001421379,0.000406813,0.0003743561,0.0002347398,0.011922,0.0001672631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6868408,0.2095545,0.002816435,0.002797616,0.0008744896,0.002661725,0.08692373,0.0001063818,0.007424454],"genre_scores_gemma":[0.9640455,0.01720933,0.002317271,0.00272551,0.000157209,0.00169837,0.01063403,0.00005255077,0.00116027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8912234,"threshold_uncertainty_score":0.2162869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148393611436013,"score_gpt":0.3463620337839439,"score_spread":0.3148780976695837,"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."}}