{"id":"W4224247235","doi":"10.3389/fnhum.2022.835922","title":"A Comparison Study of Impulsiveness, Cognitive Function, and P300 Components Between Gamma-Hydroxybutyrate and Heroin-Addicted Patients: Preliminary Findings","year":2022,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Forensic Toxicology and Drug Analysis","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Addiction; Heroin; Anxiety; Barratt Impulsiveness Scale; Psychology; Psychiatry; Cognition; Methadone maintenance; Montreal Cognitive Assessment; Medicine; Clinical psychology; Methadone; Impulsivity; Internal medicine; Cognitive impairment; Drug","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":[],"consensus_categories":[],"category_scores_codex":[0.0006232403,0.000212062,0.0005026213,0.0004262717,0.001015587,0.00001767669,0.0002676297,0.0001007797,0.00006387962],"category_scores_gemma":[0.0001018584,0.0002313853,0.00003877358,0.0006316506,0.0009494523,0.0001656587,0.0004265371,0.0007725102,3.448559e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004992033,"about_ca_system_score_gemma":0.00002770563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004436732,"about_ca_topic_score_gemma":0.00001442537,"domain_scores_codex":[0.9972555,0.0009998444,0.0005118622,0.0006054959,0.0002723755,0.0003549272],"domain_scores_gemma":[0.9991682,0.0002173247,0.0002734479,0.0001402699,0.00006537301,0.0001353833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005915556,0.001403208,0.9901474,0.00002129867,0.00006372009,0.00001826222,0.00231459,0.001436737,0.002375693,0.00001590887,0.000756529,0.0008550756],"study_design_scores_gemma":[0.003969481,0.003226375,0.9829525,0.00001032464,0.0003595239,0.00000352762,0.002583429,0.00557615,0.0005082702,0.0002207402,0.000375555,0.0002141634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976994,0.0002248472,0.0002788315,0.00006008999,0.0008917805,0.0006467784,0.0001201041,0.00002923238,0.00004894783],"genre_scores_gemma":[0.9993688,0.0000137968,0.0000151887,0.0003323638,0.00001858326,0.00007620536,0.00004761247,0.00001359469,0.0001138814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007194963,"threshold_uncertainty_score":0.9435618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06451749474773262,"score_gpt":0.3773713881919829,"score_spread":0.3128538934442503,"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."}}