{"id":"W4416340429","doi":"10.1093/alcalc/agaf043","title":"Diagnostic validity of alcohol demand and monetary delay discounting in relation to alcohol use disorder","year":2025,"lang":"en","type":"article","venue":"Alcohol and Alcoholism","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Delay discounting; Discounting; Alcohol use disorder; Alcohol; Valuation (finance); Behavioral economics; Recreation","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":[0.004550187,0.0003515048,0.0002856737,0.002062097,0.0003930119,0.0008240655,0.00070546,0.0004126968,0.001024679],"category_scores_gemma":[0.02421308,0.000158686,0.0003573678,0.0008901237,0.0009025017,0.0004674545,0.000819625,0.0004865442,0.0001341103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001712874,"about_ca_system_score_gemma":0.001423781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05111947,"about_ca_topic_score_gemma":0.0604823,"domain_scores_codex":[0.9985647,0.0003654668,0.0001540477,0.0001344749,0.0006464125,0.0001349978],"domain_scores_gemma":[0.9884253,0.0038906,0.004216396,0.000426849,0.002214208,0.0008266638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001229967,0.00003326557,0.996796,0.000008580432,0.00002755213,0.00001566671,0.0001204337,0.0001382374,0.0001162437,0.00005601338,0.00004485153,0.002520296],"study_design_scores_gemma":[0.00000656965,0.00008017445,0.9974468,0.00001095944,0.00001807768,0.00007620038,0.0001617172,0.001792124,0.0001771234,0.0001331765,0.00009176946,0.000005363153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986699,0.0001143928,0.000267762,0.00003860112,0.000004274933,0.00002566381,0.0001056453,0.000004578633,0.0007692069],"genre_scores_gemma":[0.9994529,0.00003151234,0.000330627,0.000006808759,0.000002155779,0.000008179695,0.0001060638,9.61409e-7,0.0000608829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05111947,"threshold_uncertainty_score":0.1016439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03848113435279473,"score_gpt":0.3071741936872303,"score_spread":0.2686930593344355,"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."}}