{"id":"W4414963886","doi":"10.26641/2307-0404.2025.3.340755","title":"Psychiatric and behavioral disorders in patients undergoing opioid agonist maintenance therapy","year":2025,"lang":"en","type":"article","venue":"Medicni perspektivi","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hostility; Anxiety; Depression (economics); Methadone maintenance; Quality of life (healthcare); Aggression; Cognition; Rating scale","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":[0.0001190151,0.0002440183,0.0003381639,0.0003194968,0.00009975959,0.00002448291,0.0000971288,0.000106645,0.00007161685],"category_scores_gemma":[0.00005830361,0.0002052417,0.00008233641,0.0004774616,0.0001492843,0.00007437033,0.00005059991,0.0002343795,0.00001302456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002390396,"about_ca_system_score_gemma":0.00029245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004335487,"about_ca_topic_score_gemma":0.0005699249,"domain_scores_codex":[0.9985437,0.0000430439,0.0002811849,0.0004525314,0.0002822453,0.0003972295],"domain_scores_gemma":[0.9994051,0.00005629877,0.00005901976,0.0003161828,0.00004996991,0.0001133663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002293743,0.001520569,0.9409094,0.00008132771,0.00005070696,0.000006457027,0.002021866,5.022664e-7,0.00001262869,0.0002938335,0.001415716,0.05345764],"study_design_scores_gemma":[0.0120822,0.0008246117,0.9769764,0.0002266883,0.00008332827,0.000001690434,0.002712995,0.00002875932,0.00003355035,0.0006491853,0.006194534,0.0001860481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841985,0.003817545,0.00003701849,0.005139561,0.0004991559,0.000863791,0.000008739737,0.00006325961,0.005372409],"genre_scores_gemma":[0.994808,0.002962723,0.0004080545,0.0006415622,0.00003522574,0.00007994682,0.00003797985,0.00002619553,0.001000289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05327159,"threshold_uncertainty_score":0.8369511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008254519677473943,"score_gpt":0.2851630658106064,"score_spread":0.2769085461331325,"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."}}