{"id":"W2411357126","doi":"10.1016/s1553-7250(05)31075-0","title":"Publicly Reporting Comprehensive Quality and Cost Data: A Health Care System’s Transparency Initiative","year":2005,"lang":"en","type":"article","venue":"The Joint Commission Journal on Quality and Patient Safety","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Transparency (behavior); Health care; Variety (cybernetics); Business; Quality management; Quality (philosophy); Medicine; Nursing; Public relations; Process management; Computer science; Marketing; Political science; Computer security","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","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007698766,0.0003734576,0.001031462,0.0001619079,0.005992475,0.00005250973,0.0003059657,0.0002263756,0.0001391573],"category_scores_gemma":[0.001882028,0.0002472692,0.0001068611,0.0002408949,0.000182059,0.0005708757,0.0003306029,0.002573787,0.00002451484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009114387,"about_ca_system_score_gemma":0.0007832266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001357167,"about_ca_topic_score_gemma":0.0005731673,"domain_scores_codex":[0.980278,0.01167943,0.005781562,0.0005889589,0.0009744545,0.000697617],"domain_scores_gemma":[0.9869771,0.002536924,0.007693774,0.001077116,0.0008439145,0.0008711743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003480601,0.0002835289,0.4348496,0.006185628,0.000248103,0.00002509344,0.2142573,0.0002769881,0.00003925684,0.02180164,0.02418094,0.2943714],"study_design_scores_gemma":[0.002156561,0.0006029685,0.7321669,0.003091189,0.00002969037,0.00009313133,0.1105196,0.00022556,0.000007977206,0.0002018438,0.1505235,0.0003809504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7913429,0.006341558,0.003472674,0.1798155,0.002824188,0.005129692,0.002649748,0.0003148108,0.008108986],"genre_scores_gemma":[0.9860896,0.000894304,0.0006682945,0.01167877,0.0003305609,0.00004671683,0.0002224295,0.00003096512,0.00003833364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2973174,"threshold_uncertainty_score":0.999998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5505522674494085,"score_gpt":0.5267316484667903,"score_spread":0.02382061898261822,"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."}}