{"id":"W3094588348","doi":"10.1093/ije/dyaa150","title":"Cohort profile: The provincial substance use disorder cohort in British Columbia, Canada","year":2020,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; Vancouver Coastal Health; Centre for Advancing Health Outcomes; University of British Columbia; St. Paul's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Cohort; Medicine; Cohort study; Substance use; Epidemiology; Geography; Environmental health; Demography; Gerontology; Psychiatry; Internal medicine; Sociology","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":[0.001182563,0.0005978397,0.0009411712,0.003126587,0.003971468,0.002204915,0.002543079,0.0009615981,0.00458994],"category_scores_gemma":[0.003877135,0.0008689964,0.001050443,0.009106991,0.0005372495,0.0007352771,0.00199288,0.001423234,0.001380335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02807351,"about_ca_system_score_gemma":0.05899261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9976675,"about_ca_topic_score_gemma":0.9987244,"domain_scores_codex":[0.9984275,0.0001139861,0.0001435453,0.0002951657,0.0004775406,0.0005422995],"domain_scores_gemma":[0.9948282,0.0001160472,0.0003807373,0.0003265423,0.003308725,0.00103977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001783506,0.00005004301,0.975319,0.00007129966,0.0001720484,0.0001295668,0.0004587111,0.00024114,0.0002052924,0.0001946669,0.01839883,0.00458116],"study_design_scores_gemma":[0.00003843789,0.00002274056,0.9934953,0.00007673358,0.00008507747,0.000105168,0.001145488,0.0004647948,0.00007406181,0.00007078493,0.004395153,0.00002631687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7550571,0.001616352,0.0009194604,0.001463782,0.0001287832,0.0004893746,0.2341284,0.0001504504,0.006046323],"genre_scores_gemma":[0.9133275,0.001816225,0.001402435,0.0008072412,0.00003907696,0.0003437412,0.07013205,0.0001066589,0.01202518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02807351,"threshold_uncertainty_score":0.2036886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03301975733696336,"score_gpt":0.2934570834240626,"score_spread":0.2604373260870992,"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."}}