{"id":"W4381681902","doi":"10.1186/s13011-023-00550-1","title":"Youth cannabis use in Canada post-legalization: service providers’ perceptions, practices, and recommendations","year":2023,"lang":"en","type":"article","venue":"Substance Abuse Treatment Prevention and Policy","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Institute for Christian Studies; University of Toronto","funders":"","keywords":"Focus group; Cannabis; Thematic analysis; Mental health; Recreation; Legalization; Service provider; Medicine; Psychiatry; Psychology; Family medicine; Service (business); Qualitative research; Political science; Business","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001364437,0.0001636451,0.000201444,0.0003223226,0.0001631052,0.00008860823,0.00003842214,0.0000528612,0.0001255841],"category_scores_gemma":[0.00007648092,0.0001459322,0.00003476646,0.0009911543,0.00003232522,0.0004421629,0.00001204995,0.0001049849,0.000009343478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00086186,"about_ca_system_score_gemma":0.001793032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8269762,"about_ca_topic_score_gemma":0.9849502,"domain_scores_codex":[0.9987918,0.000114916,0.0002597439,0.0003187677,0.0002064815,0.0003082691],"domain_scores_gemma":[0.9992372,0.00001627055,0.0001290178,0.0002304088,0.0001725347,0.0002145025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009413282,0.001040738,0.7337629,0.0006618659,0.0003938387,0.0002338898,0.09951045,0.00007054282,0.00110425,0.001711995,0.09397278,0.06659544],"study_design_scores_gemma":[0.004523634,0.0004047915,0.8507724,0.0003000462,0.0001509544,0.00007396649,0.03129953,0.0003763307,0.0001153323,0.00008157666,0.1115944,0.0003070041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9178342,0.0002893363,0.000003817198,0.08074159,0.00004817408,0.0007572502,0.0001341797,0.00004647721,0.00014495],"genre_scores_gemma":[0.9458044,0.01013963,0.00009085223,0.001626897,0.0001033158,0.0002682599,0.001073321,0.000032656,0.04086066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1579741,"threshold_uncertainty_score":0.5950943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05052116254161057,"score_gpt":0.3471679886539257,"score_spread":0.2966468261123151,"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."}}