{"id":"W4392925260","doi":"10.1111/acer.15302","title":"Predicting alcohol relapse post‐detoxification: The role of cognitive impairments in alcohol use disorder patients","year":2024,"lang":"en","type":"article","venue":"Alcohol Clinical and Experimental Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alcohol use disorder; Verbal fluency test; Abstinence; Cognition; Psychology; Logistic regression; Montreal Cognitive Assessment; Executive functions; Trail Making Test; Neuropsychology; Cognitive flexibility; Verbal learning; Relapse prevention; Psychiatry; Detoxification (alternative medicine); Clinical psychology; Medicine; Internal medicine; Alcohol; Cognitive impairment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006382811,0.0003630742,0.0003766681,0.0007935003,0.0003896597,0.0007043653,0.000296589,0.0004680514,0.001153946],"category_scores_gemma":[0.002112913,0.0001253385,0.0004322636,0.0007497793,0.0002699549,0.0003867463,0.0004119325,0.0006471185,0.0001843406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002711383,"about_ca_system_score_gemma":0.0003127935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005611207,"about_ca_topic_score_gemma":0.008141892,"domain_scores_codex":[0.9997953,0.000068094,0.00002495431,0.00003087247,0.00004114632,0.00003977202],"domain_scores_gemma":[0.9989036,0.0002650442,0.0004052815,0.00004364935,0.0001076703,0.000274751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006881014,0.00001835909,0.9988528,0.000002523341,0.00001445302,0.00003167713,0.00001451572,0.00002940716,0.00003527046,0.000002578667,0.00002191607,0.0009076284],"study_design_scores_gemma":[0.000002353392,0.00005026181,0.9994241,0.000003578098,0.00001407675,0.0001113286,0.00005544075,0.0002716856,0.00002420579,0.00001326797,0.00002824882,0.000001587128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994017,0.0001939703,0.00002490268,0.0000520437,0.000002686022,0.00000410311,0.00007156718,0.000002281276,0.0002466468],"genre_scores_gemma":[0.9997866,0.00005218553,0.00003060736,0.00001063808,0.00000444948,0.000001815668,0.00007289412,5.135422e-7,0.00004034601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005611207,"threshold_uncertainty_score":0.0111571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1275804263474767,"score_gpt":0.4655415738124583,"score_spread":0.3379611474649816,"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."}}