{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001089217,0.0001824453,0.0003071359,0.0001932942,0.00005888467,0.00001713253,0.0002026163,0.00007192038,0.0001280556],"category_scores_gemma":[0.00004217235,0.00009102426,0.0002089092,0.001066348,0.0002093478,0.0001117302,0.00001658196,0.0002458892,0.000006043223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173099,"about_ca_system_score_gemma":0.00005658772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000176808,"about_ca_topic_score_gemma":0.002362277,"domain_scores_codex":[0.9988081,0.00009925888,0.0003243773,0.0002067887,0.0003541309,0.0002073143],"domain_scores_gemma":[0.99893,0.0003165,0.00007632846,0.0005511413,0.00009014928,0.00003589113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001704619,0.0003904653,0.9586526,0.00006165909,0.000100002,0.00006580261,0.03178377,0.00001282036,0.006464829,0.001710422,0.0002285347,0.0003586679],"study_design_scores_gemma":[0.001278756,0.00008379626,0.9829712,0.0009868986,0.0003891005,0.00001373864,0.007835975,0.00006429894,0.005840758,0.0001151264,0.000309985,0.0001103457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982707,0.0004473928,0.00001260803,0.0003439985,0.0002145496,0.0005655119,0.0000264354,0.00004442675,0.00007436394],"genre_scores_gemma":[0.9991691,0.0002085425,0.00003262441,0.00009755114,0.00002870213,0.00005403679,0.00003266519,0.00002541947,0.0003513551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02431866,"threshold_uncertainty_score":0.3711861,"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."}}