{"id":"W2324976367","doi":"10.1097/hmr.0000000000000089","title":"Organizational responses to accountability requirements","year":2015,"lang":"en","type":"article","venue":"Health Care Management Review","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institutes of Health Research; University of Toronto; Toronto Metropolitan University; Institute of Health Services and Policy Research; Lunenfeld-Tanenbaum Research Institute","funders":"Canadian Institutes of Health Research","keywords":"Accountability; Business; Process management; Political science; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0186532,0.0003135408,0.000219142,0.001119891,0.005456316,0.003335989,0.001112505,0.001763877,0.00257781],"category_scores_gemma":[0.08631992,0.0002477237,0.0003822522,0.001064061,0.004445794,0.001112142,0.004088641,0.002101934,0.0002586798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01080768,"about_ca_system_score_gemma":0.01317046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03205346,"about_ca_topic_score_gemma":0.04042242,"domain_scores_codex":[0.958408,0.02367429,0.002152091,0.001658771,0.009714362,0.004392602],"domain_scores_gemma":[0.8664937,0.05502453,0.03754801,0.007160632,0.02423437,0.009538776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002917676,0.0004033218,0.503167,0.0005979257,0.0001046188,0.001282743,0.3536994,0.001337382,0.008316777,0.02527834,0.008694144,0.09682651],"study_design_scores_gemma":[0.00004737706,0.0004333049,0.5245399,0.0005044467,0.00004890666,0.0004839895,0.3900245,0.002057984,0.002337324,0.01054934,0.06884269,0.0001302554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462358,0.0001408276,0.003595146,0.008400193,0.00008123771,0.0001872607,0.00008563817,0.00004944649,0.04122445],"genre_scores_gemma":[0.9975382,0.00005196871,0.0005875545,0.0005457668,0.00002241974,0.00007941334,0.00003767034,0.000007695988,0.001129239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03205346,"threshold_uncertainty_score":0.09864873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2025876219841193,"score_gpt":0.5300436811281622,"score_spread":0.327456059144043,"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."}}