{"id":"W4401920647","doi":"10.1192/j.eurpsy.2024.258","title":"COVID-19 Infection and Medicines in Pregnancy in Canada","year":2024,"lang":"en","type":"article","venue":"European Psychiatry","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Ottawa; McGill University; University of Manitoba; Ottawa Hospital; University of Winnipeg; McGill University Health Centre; University of Alberta; Alberta Health Services; Centre Hospitalier Universitaire Sainte-Justine","funders":"University of Alberta; Ottawa Hospital Research Institute; University of Ottawa; McGill University; Alberta Health Services","keywords":"Coronavirus disease 2019 (COVID-19); Pregnancy; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Obstetrics; Internal medicine; Biology; Infectious disease (medical specialty); Outbreak; Disease","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":[0.0003791115,0.0001273416,0.0001605478,0.0003285291,0.00002484989,0.00001626818,0.0000364333,0.00002314588,0.00009977786],"category_scores_gemma":[0.0005362735,0.0001132692,0.00002259944,0.0005570966,0.0000285791,0.00008490526,0.00002769483,0.0002885238,0.00001848262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007163892,"about_ca_system_score_gemma":0.002912207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4848023,"about_ca_topic_score_gemma":0.8193923,"domain_scores_codex":[0.9988378,0.0001251761,0.0002827866,0.0003926195,0.0001760686,0.0001855148],"domain_scores_gemma":[0.9994206,0.00004888749,0.00003183153,0.0002527249,0.00001197043,0.0002340127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005168137,0.00004835322,0.9665329,0.001247934,0.00001428891,0.0004264714,0.0009181031,0.00004942881,0.0001342913,0.0001791275,0.01629251,0.01410492],"study_design_scores_gemma":[0.001294087,0.0001214543,0.9439704,0.002734029,0.00003120735,0.0002856652,0.0003362679,0.0002387203,0.000008314504,0.0002674687,0.05056,0.0001523217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9201705,0.01631094,0.0000817321,0.05218824,0.003260426,0.0004637912,0.00000434598,0.0001499272,0.007370041],"genre_scores_gemma":[0.9933411,0.0003881661,0.00007847183,0.00531421,0.000460021,0.000005801849,0.000008807923,0.00003493037,0.0003685209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.33459,"threshold_uncertainty_score":0.5186284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190938089860224,"score_gpt":0.3124720387648361,"score_spread":0.2933782297788137,"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."}}