{"id":"W4402390793","doi":"10.23889/ijpds.v9i5.2810","title":"Trends in Pregnancy-Associated Opioid Toxicity and Mortality","year":2024,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Pregnancy; Opioid; Medicine; Toxicity; Obstetrics; Internal medicine; Biology","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":[0.001094062,0.00008029088,0.0001171393,0.0004974251,0.00008599456,0.0002572655,0.0004574093,0.00003807051,0.0000303851],"category_scores_gemma":[0.0008633478,0.0000679355,0.00003294837,0.0005029683,0.0000878353,0.001901149,0.0001581634,0.000178951,0.000002025512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002894908,"about_ca_system_score_gemma":0.0001137879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008842703,"about_ca_topic_score_gemma":0.0002851197,"domain_scores_codex":[0.9984961,0.00001983095,0.0002891461,0.0003320747,0.0006900898,0.0001728192],"domain_scores_gemma":[0.9993829,0.0000765659,0.00007967556,0.0002026671,0.0001519491,0.0001062343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001262931,0.0002491636,0.7123281,0.00005851484,0.0001281484,0.0002893407,0.0003806474,0.000061121,0.0137437,0.005172925,0.001577489,0.2658846],"study_design_scores_gemma":[0.0006869689,0.00006692547,0.9438608,0.0007343456,0.00002032546,0.0001561649,0.000009528185,0.05165906,0.0005321319,0.001664841,0.0005235125,0.00008540608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941379,0.0008086412,0.001333728,0.0007486023,0.002340034,0.0001508535,0.0002526167,0.00003960526,0.0001880248],"genre_scores_gemma":[0.9983147,0.00005865482,0.0007922928,0.00006738938,0.0001781825,0.000005260429,0.0004236911,0.000006999479,0.0001528456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2657992,"threshold_uncertainty_score":0.2770329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06105157347050769,"score_gpt":0.4064398301761383,"score_spread":0.3453882567056306,"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."}}