{"id":"W2916985161","doi":"10.1136/bmjopen-2018-023714","title":"Use of biologics during pregnancy and risk of serious infections in the mother and baby: a Canadian population-based cohort study","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; Centre for Advancing Health Outcomes; University of British Columbia","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Pfizer Canada; Arthritis Society; Michael Smith Health Research BC; Pfizer","keywords":"Medicine; Pregnancy; Cohort study; Cohort; Family medicine; Epidemiology; Reproductive medicine; Population; Obstetrics; Public health; Environmental health; Pediatrics; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003117647,0.00005057078,0.0001709462,0.00008642794,0.00003238513,0.00001004125,0.00005678034,0.00003539348,0.00003784914],"category_scores_gemma":[0.0003068781,0.00003276387,0.00001158077,0.0001219944,0.00002314453,0.00007097713,0.00002267297,0.00006460836,7.847554e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002154307,"about_ca_system_score_gemma":0.0001541525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1950601,"about_ca_topic_score_gemma":0.1164746,"domain_scores_codex":[0.9994656,0.0001101477,0.0001700877,0.0001013941,0.00007610393,0.00007664556],"domain_scores_gemma":[0.9994717,0.00009148797,0.0001036401,0.0002583781,0.00002202156,0.00005275769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003155355,0.00008922697,0.9982876,0.00005716256,0.00003325698,0.000002765488,0.0006217994,0.00002717539,0.0000244865,0.00001601156,0.000005840692,0.0008031349],"study_design_scores_gemma":[0.001105129,0.000218415,0.9975216,0.0006243716,0.00004978251,0.0000108073,0.0002221881,0.0001469507,0.00002329732,0.00001359421,0.00002658575,0.00003722561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992403,0.0000737864,0.000002255787,0.0001865318,0.00001825246,0.00680253,0.0000198046,0.000002992239,0.000490792],"genre_scores_gemma":[0.9995483,0.000049353,0.00004826216,0.00005139306,0.000004044758,0.000176971,0.000008133272,0.000004536641,0.0001090636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07858546,"threshold_uncertainty_score":0.8996474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04878307597355328,"score_gpt":0.3561057485149072,"score_spread":0.3073226725413539,"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."}}