{"id":"W4319067929","doi":"10.1097/corr.0000000000002580","title":"Value-based Healthcare: Integrating Shared Decision-making into Clinical Practice","year":2023,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Value (mathematics); Chen; Health care; Clinical Practice; Clinical decision making; Value of information; Family medicine; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.1848235,0.0004130869,0.001241974,0.0007977093,0.004443948,0.0001587268,0.0008743522,0.0027584,0.000389344],"category_scores_gemma":[0.4023412,0.0003291811,0.0005497141,0.004072136,0.001506588,0.0006291316,0.001555965,0.02076369,0.003124837],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003425918,"about_ca_system_score_gemma":0.006375848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188011,"about_ca_topic_score_gemma":0.0004882241,"domain_scores_codex":[0.9421481,0.04438877,0.006549822,0.001863585,0.002817584,0.002232111],"domain_scores_gemma":[0.7531676,0.2387823,0.001383695,0.001382992,0.003547567,0.001735819],"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":[0.001820307,0.0007101796,0.3248402,0.00115315,0.0002850662,0.001392084,0.003129179,0.000016332,0.000004046322,0.02485311,0.04436357,0.5974327],"study_design_scores_gemma":[0.006483939,0.00345883,0.2631039,0.009768737,0.000190699,0.00005010092,0.02247964,0.04198039,5.250782e-7,0.05121891,0.6002297,0.001034595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5223949,0.005768049,0.00145866,0.4356125,0.01541701,0.005047389,0.00007185922,0.001376855,0.01285278],"genre_scores_gemma":[0.9337589,0.01753023,0.0211276,0.02273695,0.002746898,0.0003088309,0.0001422814,0.0002297209,0.001418584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5963982,"threshold_uncertainty_score":0.999916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7573113482115733,"score_gpt":0.7108736817240148,"score_spread":0.04643766648755854,"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."}}