{"id":"W4379517571","doi":"10.1136/annrheumdis-2023-eular.527","title":"POS0936 TUMOUR NECROSIS FACTOR INHIBITORS USE AND DISCONTINUATION AMONG PREGNANT WOMEN WITH CHRONIC INFLAMMATORY DISEASES","year":2023,"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":"Computer Research Institute of Montréal; Centre Hospitalier Universitaire Sainte-Justine; McGill University; Université de Montréal; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Arthritis Society","keywords":"Medicine; Discontinuation; Psoriatic arthritis; Pregnancy; Medical prescription; Ankylosing spondylitis; Rheumatoid arthritis; Postpartum period; Gestation; Infliximab; Obstetrics; Pediatrics; Internal medicine; Tumor necrosis factor alpha; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004078654,0.0001555502,0.0003306088,0.000480654,0.0002659398,0.0004613606,0.0001786135,0.000536154,0.002702331],"category_scores_gemma":[0.003296348,0.0002477246,0.0006076684,0.0009572907,0.0001312782,0.0003504703,0.0002245846,0.0009352312,0.0002040712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002885091,"about_ca_system_score_gemma":0.0005126033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006891671,"about_ca_topic_score_gemma":0.008627852,"domain_scores_codex":[0.9995697,0.0001089684,0.00006146809,0.00006759402,0.00008577178,0.0001063961],"domain_scores_gemma":[0.9985707,0.0004480174,0.0007066519,0.00006249401,0.00006128568,0.0001509144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005235519,0.00005926646,0.9931507,0.00004185666,0.0001259301,0.000276347,0.00008626402,0.00003338212,0.0002085881,0.00003892543,0.0002279883,0.005227111],"study_design_scores_gemma":[0.00001768612,0.0001382037,0.9982561,0.0000450126,0.0001065471,0.0004934965,0.000180451,0.0001352894,0.00004634491,0.00003592412,0.0005399015,0.000005127828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911658,0.004007895,0.00007243739,0.0003682651,0.00006224594,0.00001361132,0.001533581,0.0000065621,0.002769535],"genre_scores_gemma":[0.9975399,0.001199566,0.00006000712,0.0001549185,0.00004638229,0.00001319725,0.0003757647,0.000002393927,0.0006078579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006891671,"threshold_uncertainty_score":0.01370311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02941293583571886,"score_gpt":0.2785182551615507,"score_spread":0.2491053193258318,"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."}}