{"id":"W7132910155","doi":"","title":"Opioid Use in Pregnancy in Ontario, Canada – Using Population-based Administrative Data to Evaluate the Health of Pregnant People and Children","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Pregnancy; Context (archaeology); Buprenorphine; Receipt; Opioid; Epidemiology; Medical prescription; Opioid use disorder; Prenatal care; Medical record","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001753381,0.0003503095,0.0003961101,0.002175805,0.002375585,0.001420498,0.001112795,0.0003150237,0.001010595],"category_scores_gemma":[0.005310009,0.0004740057,0.000846991,0.007300966,0.0006736774,0.0004419035,0.001084322,0.0005245014,0.0002105525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04975578,"about_ca_system_score_gemma":0.07975634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9987528,"about_ca_topic_score_gemma":0.9991247,"domain_scores_codex":[0.9981111,0.0001969394,0.000162508,0.000203445,0.0009857321,0.0003401283],"domain_scores_gemma":[0.9955601,0.0002986838,0.0007605185,0.0001775185,0.002669578,0.0005336275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004634947,0.00002253627,0.9883844,0.0001169047,0.0001094367,0.00005379992,0.001212656,0.0003525165,0.0001291314,0.0002753575,0.002745751,0.006551175],"study_design_scores_gemma":[0.000009957491,0.00001115701,0.9954821,0.00008231016,0.00004231694,0.00002496047,0.001000812,0.0005764207,0.00006742663,0.00003161142,0.002660073,0.00001069347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432829,0.002649277,0.0007901513,0.001629794,0.00004237346,0.0003442211,0.04085748,0.00004877095,0.01035501],"genre_scores_gemma":[0.9792746,0.002998248,0.00208629,0.000299033,0.00001516761,0.0001897408,0.01241518,0.00001670998,0.002705032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04975578,"threshold_uncertainty_score":0.3610051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06397120004939848,"score_gpt":0.3715527000364995,"score_spread":0.307581499987101,"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."}}