{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004893104,0.0004390943,0.0003957828,0.002736768,0.003630737,0.001598593,0.001871132,0.0004411715,0.005096234],"category_scores_gemma":[0.002470881,0.0005637393,0.000375142,0.007767357,0.000666613,0.0004118304,0.001615046,0.0008910813,0.0006320119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03549037,"about_ca_system_score_gemma":0.0600883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9975694,"about_ca_topic_score_gemma":0.9985215,"domain_scores_codex":[0.9987711,0.00009183926,0.0001056084,0.0001931502,0.0004271662,0.0004110251],"domain_scores_gemma":[0.9968112,0.0001356413,0.0003866781,0.00008303051,0.001852985,0.0007304446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000412751,0.00004037383,0.9751428,0.0001999598,0.0000579716,0.0002962636,0.001015133,0.0001908414,0.0001647287,0.0001337242,0.009726679,0.01299029],"study_design_scores_gemma":[0.000006132527,0.00001555573,0.993735,0.0001751145,0.00002137223,0.0001543211,0.002429183,0.0002131188,0.00006100768,0.00003772497,0.003138953,0.00001262341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9054358,0.004441245,0.0004521108,0.002285004,0.00007461055,0.0003900495,0.06969208,0.0001043009,0.01712489],"genre_scores_gemma":[0.9794627,0.00293039,0.0009625936,0.0009332358,0.00001741342,0.0002192412,0.009813798,0.00003017281,0.00563057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03549037,"threshold_uncertainty_score":0.2575019,"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."}}