{"id":"W4392292506","doi":"10.1080/10826084.2024.2320375","title":"Perceptions of the Seriousness of Different Addictive Behaviors in the United Kingdom","year":2024,"lang":"en","type":"article","venue":"Substance Use & Misuse","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Seriousness; Cannabis; Addiction; Psychiatry; Psychology; Population; Ecstasy; Medicine; Clinical psychology; Environmental health; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008931617,0.0001412126,0.0001897668,0.0005100187,0.0005493326,0.000875768,0.000177315,0.0003442713,0.002800605],"category_scores_gemma":[0.002776285,0.0001665514,0.0001876977,0.0003532914,0.0006167946,0.0004140885,0.001282594,0.0004664304,0.0002284078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702657,"about_ca_system_score_gemma":0.0006748057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07467839,"about_ca_topic_score_gemma":0.09011669,"domain_scores_codex":[0.9991882,0.0003247973,0.0001184946,0.00005250764,0.0001896988,0.0001261568],"domain_scores_gemma":[0.9972758,0.0004112168,0.001256356,0.00005486143,0.0004588218,0.0005429744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001867542,0.00006279422,0.9563114,0.0001495612,0.00005311659,0.0007152198,0.02502546,0.00009765277,0.00165151,0.0001566606,0.001113577,0.01447626],"study_design_scores_gemma":[0.000004783916,0.000142419,0.9800158,0.00010325,0.00001078408,0.0004150508,0.01668417,0.00005961956,0.0001706591,0.00001936862,0.002361671,0.00001238402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982065,0.0003048441,0.00002279805,0.0002756956,0.00000499841,0.000005060122,0.00006672636,9.538741e-7,0.001112546],"genre_scores_gemma":[0.9993868,0.0002644528,0.0000224997,0.00007896078,0.000001594594,0.000003670335,0.0000295386,7.04271e-7,0.0002117783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07467839,"threshold_uncertainty_score":0.1484874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04361735840709557,"score_gpt":0.3158553627768291,"score_spread":0.2722380043697336,"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."}}