{"id":"W4386944743","doi":"10.1097/mlr.0000000000001923","title":"Hospital-physician Integration and Value-based Payment","year":2023,"lang":"en","type":"article","venue":"Medical Care","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"","keywords":"Context (archaeology); Quality (philosophy); Incentive; Payment; Medicine; Specialty; Case mix index; Family medicine; Pay for performance; Quality management; Nursing; Business; Marketing; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005192991,0.0002235885,0.0003018432,0.001584435,0.0004830406,0.001668488,0.0006774408,0.0004971407,0.003578347],"category_scores_gemma":[0.02795297,0.0001761322,0.0003457377,0.00294797,0.0009934807,0.001006927,0.002110402,0.001014749,0.0002396964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002466121,"about_ca_system_score_gemma":0.002531801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006971377,"about_ca_topic_score_gemma":0.00482776,"domain_scores_codex":[0.9940135,0.002534461,0.0003979293,0.0003878755,0.001749706,0.0009165689],"domain_scores_gemma":[0.9494622,0.0142415,0.02623148,0.0008725222,0.002920095,0.006272187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007481794,0.0001163517,0.9895976,0.00002243594,0.00007129217,0.00004756733,0.0001427115,0.0005038956,0.00005275432,0.001097456,0.0002902794,0.007982772],"study_design_scores_gemma":[0.00001912586,0.00008820611,0.9961168,0.00005832592,0.00002723496,0.0001313851,0.0002134768,0.001218279,0.00005160116,0.001412039,0.0006571768,0.000006442777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987689,0.001843291,0.001553525,0.002923676,0.00002905074,0.00004958725,0.0002419523,0.00001395731,0.005656016],"genre_scores_gemma":[0.9990624,0.0001624502,0.0003607181,0.000101664,0.00004497246,0.000008262977,0.000108449,0.000002261807,0.0001488635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006971377,"threshold_uncertainty_score":0.0274635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0313640212819996,"score_gpt":0.4141249744422433,"score_spread":0.3827609531602437,"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."}}