{"id":"W4400901113","doi":"10.1080/00952990.2024.2369905","title":"Changes in modes of cannabis consumption pre- and post-legalization and their correlates among adults in Ontario, Canada: 2017–2022","year":2024,"lang":"en","type":"article","venue":"The American Journal of Drug and Alcohol Abuse","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; University of Ottawa; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Ontario HIV Treatment Network","keywords":"Legalization; Cannabis; Consumption (sociology); Effects of cannabis; Environmental health; Medicine; Demography; Psychiatry; Sociology; Cannabidiol; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004328307,0.0001086807,0.0003243709,0.0002377029,0.00003488914,0.0000277315,0.00005632864,0.00002016635,0.00001587705],"category_scores_gemma":[0.00003102108,0.00006614474,0.00002529102,0.0001915039,0.0003387616,0.00009639006,0.00002751171,0.0003473504,5.284503e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000121216,"about_ca_system_score_gemma":0.0004175062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7530121,"about_ca_topic_score_gemma":0.9389256,"domain_scores_codex":[0.9991797,0.00008408862,0.0002597618,0.0001278084,0.0001910882,0.0001575453],"domain_scores_gemma":[0.9995092,0.00003441514,0.0001508984,0.00008703365,0.000109499,0.0001089123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001892788,0.0001007643,0.8897036,0.000341067,0.0001510976,0.0002101592,0.05608686,0.0001211739,0.009252217,0.00004653495,0.004310388,0.03778334],"study_design_scores_gemma":[0.0008358462,0.0004097766,0.9867366,0.0008417584,0.00004028839,0.0003311656,0.007953656,0.00164595,0.000744773,0.00002530357,0.0003545482,0.00008035565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893727,0.00457467,0.00000202152,0.005784598,0.00004614322,0.0001849211,0.00001429154,0.00000287415,0.00001774118],"genre_scores_gemma":[0.995874,0.003203052,0.000006598933,0.0001202988,0.00002660476,0.000006483416,0.000003413939,0.00001057303,0.0007490099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1859135,"threshold_uncertainty_score":0.2697304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009697194214842919,"score_gpt":0.2533053275337731,"score_spread":0.2436081333189302,"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."}}