{"id":"W2169662851","doi":"10.1177/070674370505001004","title":"Area Variations in the Prevalence of Substance Use and Gambling Behaviours and Problems in Quebec: A Multilevel Analysis","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut universitaire en santé mentale de Montréal","funders":"","keywords":"Multilevel model; Psychology; Substance use; Demography; Psychiatry; Environmental health; Medicine; Statistics; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001693269,0.0003962734,0.0006737512,0.00171743,0.002225239,0.001515316,0.001488723,0.0005600445,0.003137795],"category_scores_gemma":[0.003818072,0.0003877679,0.001320644,0.003537372,0.0008656349,0.0006672331,0.001377645,0.0008244629,0.00019494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01431837,"about_ca_system_score_gemma":0.008375054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9839551,"about_ca_topic_score_gemma":0.9833916,"domain_scores_codex":[0.9981416,0.0005290173,0.00008134443,0.0004755475,0.0002711856,0.0005012028],"domain_scores_gemma":[0.9969448,0.0005413163,0.0007048202,0.0003011675,0.001118804,0.0003890464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000487841,0.00002574458,0.9953543,0.00001946107,0.0003619801,0.00004165199,0.0004280452,0.0005628719,0.0001273862,0.0001103733,0.000596648,0.002322964],"study_design_scores_gemma":[0.000006137173,0.00001680171,0.9969082,0.00002978454,0.00008219227,0.00001767137,0.0006078331,0.001827623,0.00002728175,0.00004049785,0.0004256219,0.00001036268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932694,0.0005242101,0.001005276,0.0003663949,0.00001368212,0.00007555565,0.003345674,0.00004088582,0.00135881],"genre_scores_gemma":[0.9980154,0.00008519331,0.0004863224,0.0000528061,0.000003986225,0.00003761421,0.0009375105,0.000007008944,0.0003740892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01604486,"threshold_uncertainty_score":0.1038875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09321402284902836,"score_gpt":0.3357003421245884,"score_spread":0.24248631927556,"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."}}