{"id":"W6931615718","doi":"10.5683/sp3/zpfxz2","title":"Canadian Tobacco, Alcohol and Drugs Survey, 2017: Person file","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alcohol; Population; Addiction; Public health; Drug; Data collection; Population health","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":[0.001303756,0.001375492,0.001446764,0.004590777,0.001915241,0.002255794,0.003331488,0.001098443,0.04498092],"category_scores_gemma":[0.00975429,0.0009023641,0.001069104,0.01471042,0.0004757346,0.0009130056,0.001120148,0.001753285,0.03321257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01441344,"about_ca_system_score_gemma":0.02748226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9332093,"about_ca_topic_score_gemma":0.9512243,"domain_scores_codex":[0.9981969,0.0001267128,0.000189105,0.0003210881,0.0007611626,0.0004050623],"domain_scores_gemma":[0.9938595,0.0004545483,0.0004177731,0.0004907306,0.004318572,0.0004588403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003244623,0.00001332753,0.002613988,0.0001563299,0.00001958268,0.00001498046,0.00001863694,0.0001391752,0.00001021639,0.0002682961,0.9953691,0.00134379],"study_design_scores_gemma":[0.0003104869,0.00001512458,0.06095907,0.0005337491,0.00007087693,0.00008901564,0.0002984998,0.0006375457,0.0002170653,0.0007053785,0.9361129,0.00005019326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001365433,0.00003494047,0.00001841249,0.00004783112,0.000008330609,0.00001031313,0.9991325,0.00002925782,0.0005819062],"genre_scores_gemma":[0.0008459501,0.00008102456,0.0001204239,0.00004526294,0.000007138057,0.00006706023,0.9973068,0.00001912226,0.001507167],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0667907,"threshold_uncertainty_score":0.1504762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03540129088739664,"score_gpt":0.2862559890532009,"score_spread":0.2508546981658042,"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."}}