{"id":"W3201396326","doi":"10.1016/j.lanepe.2021.100227","title":"Public health monitoring of cannabis use in Europe: prevalence of use, cannabis potency, and treatment rates","year":2021,"lang":"en","type":"article","venue":"The Lancet Regional Health - Europe","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":180,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Instituto de Salud Carlos III; Ministerio de Ciencia, Innovación y Universidades","keywords":"Cannabis; Medicine; Public health; European union; Environmental health; Addiction; Psychiatry; Business","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":[0.001094669,0.0002186283,0.0007874739,0.0001671775,0.0001390229,0.00004170731,0.000190584,0.00004678829,0.00002277165],"category_scores_gemma":[0.0006089673,0.0001501919,0.00006870325,0.001179218,0.0003005088,0.00016529,0.0001355813,0.0003387431,0.000002355026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002941707,"about_ca_system_score_gemma":0.004150487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01400409,"about_ca_topic_score_gemma":0.001220012,"domain_scores_codex":[0.9968082,0.0007809605,0.0006757996,0.0004379699,0.0005573147,0.0007397237],"domain_scores_gemma":[0.9975889,0.00006321462,0.0003138516,0.0006869155,0.0009313537,0.0004157913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005811616,0.0007348015,0.8485569,0.003293916,0.00009386271,0.0001726283,0.002535315,0.00002855566,0.0008927115,0.001848165,0.1128502,0.02841178],"study_design_scores_gemma":[0.001199507,0.0008298336,0.8197054,0.0005154624,0.00001036567,0.0001471821,0.0001353502,0.0000344855,0.0003126746,0.00001082598,0.1770061,0.00009277339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7179705,0.009840661,0.000004936042,0.2712553,0.00009576586,0.0005840996,0.0001009867,0.00001977638,0.00012796],"genre_scores_gemma":[0.825912,0.1119358,0.0007083958,0.00505157,0.0006386559,0.0001088878,0.00006976356,0.0001024093,0.05547257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2662037,"threshold_uncertainty_score":0.9925618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2171245230210308,"score_gpt":0.3834388766951878,"score_spread":0.166314353674157,"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."}}