{"id":"W4413250603","doi":"10.7860/jcdr/2025/64434.21388","title":"A Cross-sectional Study to Assess the Association between the Cognitive Function with Severity of Dependence and Motivation to Quit in Patients with Substance Use Disorder","year":2025,"lang":"en","type":"article","venue":"JOURNAL OF CLINICAL AND DIAGNOSTIC RESEARCH","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Psychology; Observational study; Substance abuse; Clinical psychology; Substance dependence; Psychiatry; Alcohol dependence; Cross-sectional study; Marital status; Association (psychology); Medicine; Alcohol; Population; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009520564,0.00006582765,0.000228284,0.0001535971,0.0001825979,0.0000920537,0.0001480115,0.00006493911,0.00002134386],"category_scores_gemma":[0.02193345,0.0000333395,0.0000190994,0.0006295856,0.0001807558,0.0001715362,0.0000848133,0.0008699388,0.000001944945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005650159,"about_ca_system_score_gemma":0.0001610218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004789395,"about_ca_topic_score_gemma":0.001654704,"domain_scores_codex":[0.9960545,0.001733506,0.0006745973,0.0002006749,0.00110905,0.0002277273],"domain_scores_gemma":[0.9568084,0.04133094,0.0002207948,0.0001199537,0.001394058,0.0001258255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003952965,0.000804706,0.9874011,0.00001804806,0.000104233,0.000003797665,0.0005317852,0.000009326729,8.946874e-8,0.0000785612,0.00006165859,0.007033689],"study_design_scores_gemma":[0.002718049,0.004122138,0.9917597,0.0001512528,0.00002138599,4.911791e-7,0.0008805197,0.000002641543,0.000001058715,0.0002669131,0.00004251609,0.00003338692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969972,0.00003766889,0.0005673706,0.0009618648,0.0001071045,0.001237981,0.00001546017,0.000001242738,0.00007415219],"genre_scores_gemma":[0.9994975,0.00002576941,0.00002620886,0.0001327923,0.00006901358,0.00004335658,0.00000151633,0.000004171489,0.0001996588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03959744,"threshold_uncertainty_score":0.9863052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2910942695497911,"score_gpt":0.5598176388234752,"score_spread":0.2687233692736841,"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."}}