{"id":"W4301186755","doi":"10.1097/phh.0000000000001546","title":"Comparing Practices Used in Overdose Fatality Review Teams to Recommended Implementation Guidelines","year":2022,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"National Institute of General Medical Sciences; National Institute on Drug Abuse; Centers for Disease Control and Prevention","keywords":"Case fatality rate; Medicine; Public health; Descriptive statistics; Medical prescription; Occupational safety and health; Family medicine; Multidisciplinary approach; Medical emergency; Environmental health; Nursing; Population; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01310751,0.0001386316,0.0004850913,0.0003983915,0.0001704236,0.00007305639,0.0001290529,0.00001384505,0.0003089747],"category_scores_gemma":[0.00167551,0.0001196487,0.00007039763,0.0006447788,0.000006432094,0.0009448749,0.0002220115,0.0003452911,0.000003681743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008565903,"about_ca_system_score_gemma":0.0004774033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001118689,"about_ca_topic_score_gemma":0.0001191166,"domain_scores_codex":[0.9962225,0.001296194,0.001240699,0.0002124741,0.0007158315,0.0003123047],"domain_scores_gemma":[0.9966552,0.0003687921,0.002191324,0.0002207483,0.0002653926,0.0002985765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001037611,0.003173127,0.3220249,0.005037002,0.001054633,0.0003464152,0.004526016,0.00004881301,0.00000737322,0.001368223,0.2410019,0.4203739],"study_design_scores_gemma":[0.003004064,0.001176849,0.1304578,0.0003798462,0.0002125584,0.0002918999,0.02093633,0.00005431465,4.648397e-7,0.00003502053,0.8433509,0.0001000001],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1493168,0.02498382,0.0005059745,0.8200139,0.0003895771,0.002401726,0.00001020286,0.00002154289,0.002356429],"genre_scores_gemma":[0.6853552,0.1265292,0.04379945,0.142971,0.0003007793,0.0002993638,0.0001660208,0.00005952556,0.000519434],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6770429,"threshold_uncertainty_score":0.4879132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3138244581497198,"score_gpt":0.527837367144155,"score_spread":0.2140129089944351,"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."}}