{"id":"W3087442866","doi":"","title":"Social Accountability and Accreditation: Impacting Health System Performance and Population Health","year":2020,"lang":"en","type":"article","venue":"Social Innovations Journal","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Accountability; Accreditation; Public relations; Social accounting; Political science; General partnership; Social determinants of health; Health care; Business; Accounting","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03669372,0.0005218974,0.0004135469,0.003116438,0.003787985,0.01033491,0.001426973,0.00255381,0.01021846],"category_scores_gemma":[0.07563035,0.000234122,0.0008097239,0.003142474,0.01012935,0.007879562,0.01459515,0.003528024,0.0005392733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01419655,"about_ca_system_score_gemma":0.04084152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03015489,"about_ca_topic_score_gemma":0.03143158,"domain_scores_codex":[0.9416912,0.0436325,0.001041713,0.001241458,0.005572839,0.006820264],"domain_scores_gemma":[0.9219545,0.03754308,0.01092384,0.002568485,0.01016365,0.01684643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003369693,0.001283647,0.2458462,0.001511575,0.0004673352,0.0003913004,0.01252656,0.007158037,0.0005134093,0.3068093,0.05597965,0.367176],"study_design_scores_gemma":[0.0002273477,0.001726629,0.4210363,0.005457787,0.0003508747,0.0003184715,0.0384613,0.01128584,0.001637191,0.3673519,0.1518354,0.000310931],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2777705,0.01629199,0.01149044,0.4773955,0.002757288,0.0002771976,0.000484896,0.0003590733,0.2131731],"genre_scores_gemma":[0.9912695,0.001522784,0.001206216,0.003649771,0.0003543296,0.00004088245,0.00005410707,0.00002685661,0.001875603],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03669372,"threshold_uncertainty_score":0.1940573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2664462934954459,"score_gpt":0.5274235051971295,"score_spread":0.2609772117016836,"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."}}