{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004214244,0.0002477531,0.0004710592,0.00008607591,0.001041549,0.0009875527,0.002018616,0.0001734838,0.002774615],"category_scores_gemma":[0.001577458,0.0001107347,0.0002715589,0.0004389031,0.0004321013,0.0003883036,0.0003981433,0.002108875,0.0001144816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001876578,"about_ca_system_score_gemma":0.003707103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001881901,"about_ca_topic_score_gemma":0.00005939157,"domain_scores_codex":[0.9952008,0.0001366234,0.001125905,0.0001096579,0.002638461,0.0007885442],"domain_scores_gemma":[0.9973252,0.00004550135,0.0003292968,0.0005923281,0.0004144389,0.001293267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005181118,0.0001125154,0.00002953474,0.00001356903,0.00009505532,0.00005539196,0.001639625,0.000007411343,0.00003052336,0.001252587,0.7921997,0.204046],"study_design_scores_gemma":[0.005343908,0.000734986,0.003203,0.0002835736,0.0001029964,0.00486719,0.006467167,0.006884432,0.00007426294,0.001243958,0.9705844,0.0002101474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1242718,0.001728364,0.001260528,0.8460469,0.0004529542,0.00141723,0.00001796147,0.00004076682,0.02476348],"genre_scores_gemma":[0.06116176,0.01283514,0.008884634,0.1597123,0.009986146,0.00004508165,0.0001330066,0.0001432596,0.7470987],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7223352,"threshold_uncertainty_score":0.998137,"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."}}