{"id":"W2222972647","doi":"10.1177/0840470415614054","title":"Improving hospital quality through payment reforms","year":2015,"lang":"en","type":"review","venue":"Healthcare Management Forum","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"University of British Columbia; Michael Smith Health Research BC","keywords":"Incentive; Payment; Business; Prospective payment system; Quality (philosophy); Finance; Actuarial science; Public economics; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006117207,0.0007704081,0.0008212794,0.002497984,0.0003237509,0.001642052,0.0008162899,0.001287233,0.003915777],"category_scores_gemma":[0.01285136,0.0002265033,0.001037251,0.004525686,0.0006420861,0.001738399,0.001545084,0.001927714,0.000675267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002984542,"about_ca_system_score_gemma":0.006400866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00665698,"about_ca_topic_score_gemma":0.006743958,"domain_scores_codex":[0.9976444,0.0009969474,0.0001764801,0.0001773784,0.000699501,0.0003053027],"domain_scores_gemma":[0.9952702,0.002369113,0.001013886,0.0001739515,0.0009842133,0.0001885965],"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":[0.0000673367,0.00008696698,0.001858117,0.01703094,0.0004689533,0.00003915172,0.00008749306,0.001232162,0.0002391313,0.03193916,0.04981629,0.8971342],"study_design_scores_gemma":[0.0001662708,0.0002731821,0.02201578,0.05227492,0.0007541876,0.0004461343,0.000296091,0.0007507993,0.0004972099,0.02501203,0.8974549,0.00005842735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007654227,0.9875441,0.0005360853,0.008217742,0.0004685865,0.00002619662,0.0001016686,0.00001426573,0.002325994],"genre_scores_gemma":[0.01287068,0.9823999,0.0008843495,0.002760248,0.0005810668,0.0000269401,0.0001267314,0.000005369148,0.0003446967],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00665698,"threshold_uncertainty_score":0.03235126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1580411165728661,"score_gpt":0.3835409269430834,"score_spread":0.2254998103702173,"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."}}