{"id":"W2161152282","doi":"10.2174/1874431100903010027","title":"The Check Your Cannabis Screener: A New Online Personalized Feedback Tool","year":2009,"lang":"en","type":"article","venue":"The Open Medical Informatics Journal","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Cannabis; Computer science; Harm; The Internet; Harm reduction; World Wide Web; Internet privacy; Psychology; Medical education; Medicine; Psychiatry; Family medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004157576,0.0007337637,0.0007154612,0.001959772,0.0004588497,0.001084844,0.0008368156,0.0008932154,0.02250473],"category_scores_gemma":[0.01362753,0.0003942577,0.0004288529,0.0006023624,0.0002696369,0.001646398,0.001181221,0.0006553908,0.005000396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003244062,"about_ca_system_score_gemma":0.000618045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006606049,"about_ca_topic_score_gemma":0.002002807,"domain_scores_codex":[0.9973533,0.001107442,0.0002408804,0.0002455203,0.0008890278,0.0001638853],"domain_scores_gemma":[0.9859623,0.01049588,0.0006839654,0.0006819654,0.001026499,0.00114943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003301194,0.00293657,0.01571942,0.0009049157,0.0000929415,0.0004966163,0.00146659,0.0002982598,0.01665629,0.0003356235,0.03949172,0.9182998],"study_design_scores_gemma":[0.004318418,0.0357494,0.4242617,0.001600306,0.001482907,0.009761924,0.004470677,0.01706208,0.05773148,0.00279775,0.4393072,0.001456244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"software","genre_scores_codex":[0.7498208,0.002564532,0.1139674,0.004263151,0.002059309,0.009874318,0.01194246,0.05971679,0.04579134],"genre_scores_gemma":[0.5513632,0.002214278,0.364075,0.002578549,0.0009230104,0.008199058,0.007323287,0.002535677,0.06078784],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.02250473,"threshold_uncertainty_score":0.07528579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0448344623460719,"score_gpt":0.3703723770843784,"score_spread":0.3255379147383065,"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."}}