{"id":"W4294942955","doi":"10.1016/j.dadr.2022.100095","title":"Validation and endorsement of health system performance measures for opioid use disorder in British Columbia, Canada: A Delphi panel study","year":2022,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence Reports","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Centre on Substance Use; Centre for Advancing Health Outcomes; AIDS Vancouver; St. Paul's Hospital; Simon Fraser University","funders":"","keywords":"Opioid use disorder; Thematic analysis; Delphi method; Health care; Face validity; Psychology; Veterans Affairs; Medicine; Unintended consequences; Public health; Nursing; Qualitative research; Applied psychology; Clinical psychology; Psychometrics; Opioid; Political science; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.0008861332,0.0001091002,0.0004138355,0.0000566342,0.000265689,0.00005096948,0.00003638446,0.00001698602,0.00000692197],"category_scores_gemma":[0.00005366033,0.0001480263,0.0000283927,0.0001339086,0.00002066132,0.0001011495,0.00007471555,0.000101676,2.614458e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003530014,"about_ca_system_score_gemma":0.0008191385,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8998604,"about_ca_topic_score_gemma":0.8431767,"domain_scores_codex":[0.9980057,0.0001019377,0.0006500635,0.0004157974,0.0005818193,0.0002446522],"domain_scores_gemma":[0.9992186,0.00005037026,0.0003104657,0.0002351685,0.00009059357,0.00009477895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002379998,0.0004603065,0.9800579,0.0004968566,0.00005722823,0.0002741904,0.001620037,0.00008157668,0.00002422278,9.369314e-7,0.0001218005,0.01678112],"study_design_scores_gemma":[0.00212071,0.0004758005,0.9673947,0.0002575993,0.00009343596,0.001002026,0.02762377,0.000372641,0.00005887292,0.000005414849,0.0004428352,0.0001521944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950128,0.001951555,0.00001889403,0.0001032416,0.000145048,0.002685693,0.00005562927,0.00001880415,0.000008289614],"genre_scores_gemma":[0.9985844,0.0002564731,0.00006531127,0.00004357757,0.000009022629,0.0007677977,0.00006244764,0.00001751817,0.0001933985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05668371,"threshold_uncertainty_score":0.6036338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02929002359763048,"score_gpt":0.2642991085307559,"score_spread":0.2350090849331254,"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."}}