{"id":"W4417141921","doi":"10.9758/cpn.25.1339","title":"Drug Use-related Problems Are Associated with Poorer Health-related Quality of Life: A Community Study of Korean Adults","year":2025,"lang":"en","type":"article","venue":"Clinical Psychopharmacology and Neuroscience","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Jeju National University","keywords":"Drug; Quality (philosophy); Quality of life (healthcare); Drug usage; Affect (linguistics); MEDLINE","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":[0.002139033,0.0001919482,0.001041825,0.0001386086,0.0002303924,0.000005837644,0.0002198697,0.0001428772,0.00001708018],"category_scores_gemma":[0.001772513,0.0001374717,0.0001018206,0.0009773757,0.001127174,0.0001028749,0.00006980976,0.0008819129,8.575951e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002419002,"about_ca_system_score_gemma":0.0001778373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002676318,"about_ca_topic_score_gemma":0.0006472701,"domain_scores_codex":[0.9957255,0.001884687,0.001455534,0.0004337781,0.0002303918,0.0002701789],"domain_scores_gemma":[0.9958866,0.002378029,0.000941832,0.0003828294,0.0001953138,0.0002153691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003095056,0.007152669,0.9863801,0.0000689423,0.000181415,0.000007949098,0.001950376,0.00001029277,0.0003427984,0.00001829294,0.0004996546,0.0002924733],"study_design_scores_gemma":[0.02451854,0.002555403,0.971034,0.0002981225,0.0001716973,0.000001584903,0.001119159,0.00008018324,0.00005221594,0.00007072747,0.000006182863,0.00009221055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961181,0.0002524992,0.00000137557,0.001657185,0.0006117803,0.001197933,0.000007582384,0.00006382184,0.00008974301],"genre_scores_gemma":[0.996146,0.0002736391,0.00000857708,0.003118502,0.000005034365,0.00002007093,0.000005336424,0.000009901652,0.0004128857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02142348,"threshold_uncertainty_score":0.5605933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1227353114417439,"score_gpt":0.4394250975375836,"score_spread":0.3166897860958398,"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."}}