{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002441497,0.0002047963,0.0004066037,0.0005399876,0.0006324514,0.0004994049,0.000188569,0.000404662,0.001320415],"category_scores_gemma":[0.001155781,0.0002194561,0.0003202647,0.0004770742,0.0001867035,0.0003381566,0.000313323,0.0005092317,0.0001885472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002565433,"about_ca_system_score_gemma":0.0002293306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003074209,"about_ca_topic_score_gemma":0.005320021,"domain_scores_codex":[0.9997798,0.00004579953,0.00002518613,0.00002960832,0.00006084876,0.00005879189],"domain_scores_gemma":[0.9996203,0.0000610189,0.000140375,0.00001454652,0.00003597174,0.0001277713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007068877,0.00005538444,0.9985082,0.000005363093,0.00001282256,0.0001885408,0.00009925504,0.00001060318,0.0001619301,0.000004387083,0.0000347248,0.0008480234],"study_design_scores_gemma":[0.000008629976,0.0001440808,0.9988764,0.000004190373,0.00001126236,0.0005446919,0.0002745151,0.00005143814,0.00001795574,0.00000660895,0.00005831396,0.000001916274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995982,0.0001395764,0.00001300981,0.00001941381,0.00000421266,0.000005415419,0.00004484083,7.067118e-7,0.0001747388],"genre_scores_gemma":[0.9996262,0.0001096782,0.00002919881,0.00003155028,0.0000115416,0.000006943842,0.00009844605,3.125521e-7,0.00008611038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003074209,"threshold_uncertainty_score":0.006112635,"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."}}