{"id":"W2112639032","doi":"10.12927/hcq.2013.21615","title":"From Boardroom to Bedside: How to Define and Measure Hospital Quality","year":2010,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Credit Valley Hospital","funders":"","keywords":"Quality (philosophy); Quality management; Corporate governance; Best practice; Patient safety; Health care; Clinical governance; Business; Organizational culture; Process management; Medicine; Public relations; Management; Political science; Marketing","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003012856,0.0004242756,0.0007831588,0.0002392388,0.001097367,0.00007692967,0.000403166,0.0005813298,0.0002226112],"category_scores_gemma":[0.0007207594,0.0004142562,0.0001029344,0.0004519908,0.00006328285,0.0002418739,0.0001464809,0.001800719,0.001060012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002263142,"about_ca_system_score_gemma":0.0006833442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05167215,"about_ca_topic_score_gemma":0.1144409,"domain_scores_codex":[0.9938993,0.00165768,0.001115804,0.001106229,0.0007839295,0.001437054],"domain_scores_gemma":[0.9949557,0.0007726019,0.0002893697,0.00129506,0.0005933789,0.002093952],"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":[0.0003693434,0.0002562799,0.04545281,0.001846999,0.00008970604,0.0000438656,0.1655922,2.185333e-7,0.001694824,0.0455061,0.1056837,0.6334639],"study_design_scores_gemma":[0.001304972,0.002486545,0.3388413,0.0004514841,0.00002815673,0.000001686748,0.06263604,0.000005252009,0.00002692968,0.006027673,0.5873252,0.0008646718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.617729,0.0001730181,0.001076192,0.3746424,0.002963635,0.002437268,0.0003238104,0.0002748156,0.0003798279],"genre_scores_gemma":[0.9564815,0.00001660174,0.005786393,0.03395279,0.001996595,0.0006776414,0.00008736576,0.00007154304,0.0009295744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6325992,"threshold_uncertainty_score":0.9998309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07024048114431364,"score_gpt":0.4322860019438288,"score_spread":0.3620455207995151,"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."}}