{"id":"W1987358234","doi":"10.12927/hcq.2007.18662","title":"The Search for Continuously Improving Financial Performance Indicators: The Hospital Report Research Collaborative Approach","year":2007,"lang":"en","type":"letter","venue":"Healthcare Quarterly","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of North Carolina at Chapel Hill; University of Waterloo; University of Toronto","keywords":"Business; Best practice; Health administration; Finance; Process management; Operations management; Accounting; Medicine; Nursing; Management; Economics; Public health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1544332,0.001293207,0.004534082,0.006476342,0.006231318,0.02615235,0.006771858,0.07395035,0.01000066],"category_scores_gemma":[0.2917432,0.001359271,0.002093173,0.006672729,0.009577154,0.02515464,0.0152921,0.04630234,0.004087462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0120049,"about_ca_system_score_gemma":0.04649095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01032397,"about_ca_topic_score_gemma":0.01614266,"domain_scores_codex":[0.8866906,0.05840381,0.009992273,0.00689478,0.03257657,0.005441958],"domain_scores_gemma":[0.5146407,0.308885,0.03697469,0.01822966,0.08300748,0.03826232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008037333,0.0001925817,0.00285072,0.0002731204,0.00009307886,0.0002309047,0.0006424566,0.0002559345,0.0001787788,0.0341907,0.9113383,0.04967296],"study_design_scores_gemma":[0.0005224733,0.0003891489,0.01174271,0.002451895,0.0002069851,0.0005408148,0.00705332,0.003503284,0.0008432779,0.1262599,0.8460503,0.0004358223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0003149333,0.001887828,0.0007405914,0.9936533,0.002010561,0.00002247307,0.00006488568,0.00001839233,0.001287092],"genre_scores_gemma":[0.02329541,0.006289382,0.009377428,0.9267578,0.02923218,0.0003280717,0.0002036411,0.0001167713,0.004399423],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1544332,"threshold_uncertainty_score":0.8167306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06162486056940853,"score_gpt":0.3304224337880753,"score_spread":0.2687975732186668,"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."}}