{"id":"W2060462221","doi":"10.1016/j.drugalcdep.2009.02.012","title":"A typology of cannabis-related problems among individuals with repeated illegal drug use in the first three decades of life: Evidence for heterogeneity and different treatment needs","year":2009,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Typology; Cannabis; Drug; Psychiatry; Psychology; Medicine; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002419852,0.0002413247,0.0005364649,0.0001590498,0.00007902636,0.00002079492,0.0001067519,0.0000831057,0.000003773113],"category_scores_gemma":[0.00009500829,0.0001286213,0.00007080127,0.000254266,0.000232576,0.0001923731,0.00001852194,0.0001080055,1.875684e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003872158,"about_ca_system_score_gemma":0.00005235568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008485017,"about_ca_topic_score_gemma":0.01593783,"domain_scores_codex":[0.9987691,0.00005967488,0.0003893703,0.0003007228,0.0002269947,0.0002541188],"domain_scores_gemma":[0.9989703,0.0003736805,0.0002026588,0.0002913184,0.00007075309,0.00009134319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003858533,0.0002334033,0.9911078,0.0000521116,0.0001721542,0.00001615934,0.0069469,0.00001974686,0.0001728689,0.00011173,0.00003249383,0.0007488159],"study_design_scores_gemma":[0.004694809,0.0008108378,0.9879251,0.0005643642,0.0003155355,0.00003708728,0.00121237,0.0001169391,0.004065492,0.0001150932,0.00001192916,0.0001305062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942396,0.003122616,0.000007411278,0.001253211,0.0000193673,0.001310384,0.00001041401,0.00001958636,0.00001743059],"genre_scores_gemma":[0.9987619,0.0007640537,0.0001145122,0.0001168407,0.00001032186,0.00009869842,0.00001214397,0.00001077494,0.0001107437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01508933,"threshold_uncertainty_score":0.8893685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05230744748178226,"score_gpt":0.296896330885093,"score_spread":0.2445888834033107,"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."}}