{"id":"W4416842411","doi":"10.1111/add.70274","title":"Outdated tools, underestimated harm: Modernizing cannabis surveillance in a post‐legalization era","year":2025,"lang":"en","type":"article","venue":"Addiction","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cannabis; Equity (law); MEDLINE; Public health; Addiction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05432563,0.0006483736,0.001181564,0.007289378,0.006529254,0.008072374,0.005959656,0.002365911,0.004309923],"category_scores_gemma":[0.128789,0.0006182006,0.0008804519,0.007032756,0.01075914,0.006474449,0.007599706,0.007555514,0.0007080829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07031184,"about_ca_system_score_gemma":0.2727165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9479918,"about_ca_topic_score_gemma":0.9579768,"domain_scores_codex":[0.9597516,0.0150378,0.002613919,0.00245644,0.01688093,0.003259307],"domain_scores_gemma":[0.7762548,0.06269712,0.01630212,0.01209808,0.1128411,0.01980673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002066866,0.0001639033,0.2533333,0.003625664,0.0002815058,0.0003158982,0.01384005,0.001233621,0.0006377561,0.0314742,0.2341125,0.4607749],"study_design_scores_gemma":[0.0001147837,0.0003532408,0.3871225,0.02425843,0.0004742612,0.0005676905,0.02157622,0.004789053,0.001956711,0.04336715,0.5149902,0.0004298293],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05412421,0.05670394,0.01844756,0.8217415,0.003307526,0.0009031422,0.008017147,0.0007438197,0.03601113],"genre_scores_gemma":[0.6200359,0.07217031,0.07695236,0.2140853,0.002581988,0.001059393,0.006018753,0.0003170832,0.006779048],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9479918,"threshold_uncertainty_score":0.5101506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02204765867780432,"score_gpt":0.314626842167559,"score_spread":0.2925791834897546,"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."}}