{"id":"W4281740529","doi":"10.1186/s42238-022-00135-y","title":"A description of self-medication with cannabis among adults with legal access to cannabis in Quebec, Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Cannabis Research","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fondation CHU de Québec","keywords":"Cannabis; Self-medication; Psychiatry; Medicine; Psychology","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003440164,0.0003323465,0.0008920411,0.002425614,0.0003491501,0.0001719018,0.00104844,0.0001123573,0.0005244376],"category_scores_gemma":[0.000548743,0.0002555485,0.0001364682,0.004168322,0.0003577511,0.0007341584,0.0004102291,0.002427887,0.00000106009],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0058126,"about_ca_system_score_gemma":0.02728784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9275991,"about_ca_topic_score_gemma":0.9862037,"domain_scores_codex":[0.9898391,0.0007046617,0.001168865,0.0005582599,0.006518771,0.0012103],"domain_scores_gemma":[0.9933202,0.00002656868,0.0005440728,0.0006828442,0.004263224,0.001163126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.008683242,0.0007909218,0.1121559,0.0005820662,0.0002053942,0.002205905,0.003355656,0.001576094,0.001117329,0.00003747382,0.8646483,0.004641775],"study_design_scores_gemma":[0.004087499,0.004324221,0.6044326,0.0005417501,0.00005809172,0.000459149,0.00757034,0.00019535,0.001283307,0.000008410465,0.3767469,0.0002923283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8916951,0.0004416205,0.00003558207,0.1051194,0.0001684942,0.001591449,0.00004692289,0.00001423895,0.0008872012],"genre_scores_gemma":[0.9690903,0.00007023001,0.0001243528,0.0004548726,0.0002433257,0.0005415067,0.00002246547,0.00008369834,0.02936926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4922768,"threshold_uncertainty_score":0.9999897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01991306233465553,"score_gpt":0.3154593507919411,"score_spread":0.2955462884572856,"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."}}