{"id":"W2980426714","doi":"","title":"Pattern of Use, Age of Initiation, Effects, and Correlates of Illicit Drug Use in Canada: A Secondary Analysis of CADUMS","year":2019,"lang":"en","type":"article","venue":"International public health journal","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Illicit drug; Medicine; Drug; Psychology; Clinical psychology; Criminology; Psychiatry; Demography; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005330322,0.0005684678,0.0008060618,0.003064587,0.002994905,0.001769178,0.001677209,0.0007895732,0.005815839],"category_scores_gemma":[0.002293947,0.0006266139,0.001735568,0.006550519,0.0006574274,0.0006188676,0.001765691,0.001256062,0.0008576931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02082502,"about_ca_system_score_gemma":0.02857718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9911535,"about_ca_topic_score_gemma":0.9940462,"domain_scores_codex":[0.9987296,0.00008785391,0.0001018881,0.0001789443,0.0003653183,0.0005363154],"domain_scores_gemma":[0.9969056,0.000132934,0.0004876189,0.0001257585,0.001613163,0.0007349024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001712483,0.00009409649,0.9957945,0.0000319749,0.000105321,0.00005361722,0.0003777741,0.00007404894,0.0001488889,0.00006818905,0.001034016,0.002046335],"study_design_scores_gemma":[0.00001340658,0.00004358737,0.9979067,0.00002399884,0.00004700372,0.00003760735,0.0008633501,0.0002175014,0.00006707337,0.00001234169,0.0007556002,0.00001181533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769579,0.0003316247,0.0001052233,0.0001225634,0.000009759058,0.0001275164,0.02057154,0.00002445949,0.001749439],"genre_scores_gemma":[0.9842665,0.0003746241,0.0002434117,0.0001328072,0.000009621468,0.0000993353,0.01187497,0.00001608221,0.002982769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02082502,"threshold_uncertainty_score":0.1510969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02704196852238672,"score_gpt":0.2815670669885924,"score_spread":0.2545250984662056,"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."}}