{"id":"W4402878978","doi":"10.1016/j.drugalcdep.2024.112457","title":"Population perinatal substance use and an environmental scan of health services in British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"B.C. Women's Hospital & Health Centre; Fraser Health; Provincial Health Services Authority; Vancouver Coastal Health; Simon Fraser University; St. Paul's Hospital","funders":"Health Canada","keywords":"Substance use; Environmental health; Population; Medicine; Geography; Psychiatry","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":[0.0001993039,0.00007453087,0.0002067888,0.0000271576,0.0000515213,0.00009896443,0.00004511237,0.00003100129,0.00001443545],"category_scores_gemma":[0.000005699298,0.0001076178,0.00001174486,0.00009195808,0.00004475844,0.0004395417,0.00002289095,0.0001248172,2.648886e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001459371,"about_ca_system_score_gemma":0.0000918756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9326674,"about_ca_topic_score_gemma":0.9947412,"domain_scores_codex":[0.9990287,0.00005338434,0.0001987237,0.0003023127,0.0002431651,0.0001737145],"domain_scores_gemma":[0.9996715,0.00004639349,0.00004283493,0.0001150798,0.000006561624,0.000117699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001099003,0.00002024195,0.9727203,0.0004859832,0.000007576303,0.0002660637,0.0005331532,0.000002553682,0.001168813,0.000005744348,0.00002004692,0.02475858],"study_design_scores_gemma":[0.0003785999,0.00005484319,0.9968044,0.000954418,0.000006884799,0.0001886928,0.0004329813,0.0007997821,0.0002114864,0.00002211933,0.00005404657,0.00009175746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891039,0.01037465,0.000002554747,0.00004725073,0.0000902409,0.0002416918,0.0001124726,0.00001928894,0.00000796153],"genre_scores_gemma":[0.9991907,0.0004086197,0.00008882658,0.00009203747,0.00002142525,0.000007410683,0.00007381006,0.00001236811,0.0001047639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06207375,"threshold_uncertainty_score":0.4388525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008585943670699824,"score_gpt":0.2362650912580435,"score_spread":0.2276791475873437,"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."}}