{"id":"W4200449258","doi":"10.1080/14659891.2021.2019331","title":"Mental health status, health service utilization, drug use behaviors associated with non-fatal overdose among people who use illicit drugs: A meta-analysis","year":2021,"lang":"en","type":"article","venue":"Journal of Substance Use","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Medicine; Mental health; Psychiatry; Meta-analysis; Population; Odds ratio; Psychological intervention; Family medicine; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007022176,0.0005333038,0.002709351,0.0005340158,0.0003166208,0.0002970373,0.0001753292,0.0001112325,0.0002462292],"category_scores_gemma":[0.0001662262,0.0004145089,0.0009879014,0.003353355,0.00006399509,0.002003022,0.00003906415,0.0005715741,0.000004432609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612375,"about_ca_system_score_gemma":0.001632146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007354036,"about_ca_topic_score_gemma":0.06196759,"domain_scores_codex":[0.9948267,0.0004694267,0.00160609,0.0005728823,0.001683138,0.0008417564],"domain_scores_gemma":[0.993983,0.0002910559,0.002223185,0.0007714154,0.00175923,0.0009720785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004685981,0.002463437,0.8823998,0.0001134755,0.04509901,0.0002516906,0.06513973,0.0009110491,0.0000320484,0.000008941268,0.003065078,0.00004717932],"study_design_scores_gemma":[0.005454403,0.0004689004,0.9416849,0.0003734034,0.03746464,0.00005255415,0.01269918,0.0005548513,0.0002419207,0.000002774797,0.0006273045,0.0003751534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901796,0.003874421,0.0003245524,0.003840591,0.0001214664,0.0007446138,0.0008673095,0.00004353994,0.000003933125],"genre_scores_gemma":[0.9841115,0.005690812,0.002881568,0.003857483,0.00004043366,0.00002273048,0.001333672,0.0001190123,0.001942719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05928514,"threshold_uncertainty_score":0.9998307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04964052013478133,"score_gpt":0.3127750046594955,"score_spread":0.2631344845247142,"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."}}