{"id":"W3198085477","doi":"10.1542/peds.2021-050279","title":"Opioid Use Disorder and Perinatal Outcomes","year":2021,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; British Columbia Centre on Substance Use; University of British Columbia; Centre for Advancing Health Outcomes; St. Paul's Hospital","funders":"","keywords":"Medicine; Opioid use disorder; Odds ratio; Buprenorphine; Confidence interval; Population; Pregnancy; Obstetrics; Birth weight; Gestational age; Opioid; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00006432321,0.0001106411,0.0001974389,0.00004887584,0.00004227497,0.00003414511,0.00003513024,0.00006778883,0.00005957928],"category_scores_gemma":[0.0009309824,0.00009589284,0.00005215063,0.0002176711,0.00002871665,0.0001403319,0.0000902191,0.0001541614,0.0000299318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000250731,"about_ca_system_score_gemma":0.00007096713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001648267,"about_ca_topic_score_gemma":0.00002061272,"domain_scores_codex":[0.999247,0.00002100215,0.0001205766,0.0002163816,0.0002098796,0.0001851432],"domain_scores_gemma":[0.9993133,0.0002256024,0.00002812179,0.0002256547,0.00007535139,0.0001319703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000176331,0.00004488421,0.9950685,0.0001341415,0.00001289524,0.0003427504,0.000104082,5.147166e-7,0.0002470182,0.0001793331,0.0005324022,0.003315859],"study_design_scores_gemma":[0.00116977,0.00006527097,0.9856042,0.000008894704,0.00007702192,0.0001036197,0.00003181002,0.00003304666,0.0004912018,0.0000484078,0.01223745,0.0001292815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932804,0.005192499,0.0002443105,0.0004572736,0.0003074651,0.0001247216,0.00001813846,0.00006741494,0.0003077946],"genre_scores_gemma":[0.9945884,0.0007761254,0.0024449,0.0003359351,0.0002142992,0.000008891736,0.00002695571,0.00002033627,0.001584198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01170505,"threshold_uncertainty_score":0.3910397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090613406265809,"score_gpt":0.2537947293102742,"score_spread":0.2428885952476161,"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."}}