{"id":"W3044829855","doi":"10.1016/j.berh.2020.101548","title":"Implementing models of care for musculoskeletal conditions in health systems to support value-based care","year":2020,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Rheumatology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University; Bone and Joint Canada","funders":"","keywords":"Medicine; Health care; Nursing; Value (mathematics); Service delivery framework; Service (business); Process management; Marketing; Business; Computer science","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08686011,0.0005119199,0.008642098,0.001527262,0.0004913739,0.000137853,0.001165903,0.000876178,0.0001147878],"category_scores_gemma":[0.1077171,0.0006283523,0.00106263,0.0009757861,0.0002883016,0.0005673984,0.0004705442,0.001896073,0.001190959],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002104318,"about_ca_system_score_gemma":0.009861289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008030465,"about_ca_topic_score_gemma":0.001286531,"domain_scores_codex":[0.9647715,0.0109394,0.01999599,0.001933869,0.0004556755,0.001903589],"domain_scores_gemma":[0.9386397,0.0492301,0.008871841,0.001257476,0.001103749,0.0008971057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001765854,0.001135513,0.001298673,0.4269291,0.0007068256,0.00002502545,0.004363416,0.0007106104,6.479589e-9,0.4267261,0.02169998,0.1162281],"study_design_scores_gemma":[0.001224344,0.00251616,0.000004340456,0.008514647,0.00006316412,0.00002302995,0.01266915,0.00145892,8.163999e-9,0.0005817607,0.97252,0.000424459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007739445,0.9630364,0.003337228,0.01548615,0.0009611425,0.01040697,0.005427758,0.00004188189,0.001225107],"genre_scores_gemma":[0.001948644,0.9845966,0.005842956,0.001218637,0.0002443123,0.004044362,0.001889115,0.0001698162,0.0000455324],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.95082,"threshold_uncertainty_score":0.9996168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7088113028534851,"score_gpt":0.6732901619323823,"score_spread":0.03552114092110281,"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."}}