{"id":"W3194862905","doi":"10.37765/ajmc.2021.88735","title":"Clinicians and payers expect to wait and see before embracing CMS MIPS value pathways","year":2021,"lang":"en","type":"article","venue":"The American Journal of Managed Care","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Affairs Canada","funders":"","keywords":"Medicine; Value (mathematics); Intensive care medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.006417236,0.000156805,0.0009509955,0.0002150682,0.0002570561,0.0001138392,0.0002498257,0.00003729388,0.0000330504],"category_scores_gemma":[0.001577506,0.0001488225,0.0001336534,0.0002555503,0.0001403065,0.0002062327,0.0001072843,0.0002970036,0.00005292173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002080847,"about_ca_system_score_gemma":0.0001091359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002196857,"about_ca_topic_score_gemma":0.0001578743,"domain_scores_codex":[0.9967932,0.0005386407,0.001970267,0.0003038271,0.000108367,0.0002856659],"domain_scores_gemma":[0.9964456,0.0006955951,0.002131479,0.0003730805,0.0001194461,0.0002348024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005191662,0.0002142422,0.2219925,0.001730349,0.001909871,0.0003531528,0.4120167,0.005086397,0.0001376367,0.1165999,0.02748316,0.211957],"study_design_scores_gemma":[0.001833666,0.001581785,0.2711318,0.0005888891,0.0001264957,0.0004536157,0.6616148,0.001236538,0.00004930673,0.02056041,0.04000481,0.0008178381],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609125,0.005022813,0.001199538,0.03098747,0.0002897225,0.000190305,0.00006382798,0.0000122399,0.00132158],"genre_scores_gemma":[0.9821897,0.0004136884,0.002627352,0.01425542,0.0003563942,0.000006889566,0.000002881588,0.00002907989,0.0001185598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2495982,"threshold_uncertainty_score":0.6068806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1516072819792409,"score_gpt":0.3789119297517037,"score_spread":0.2273046477724628,"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."}}