{"id":"W2883835034","doi":"10.1016/j.jtcvs.2018.01.008","title":"Providing high-value care at the right price","year":2018,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Edwards Lifesciences; Medtronic","keywords":"Medicine; Value (mathematics); Intensive care medicine; Statistics","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":[0.001403007,0.000621426,0.0008916164,0.0005257482,0.003214033,0.004021298,0.0009403214,0.03863409,0.02148627],"category_scores_gemma":[0.01959332,0.0003501913,0.0007083974,0.000459815,0.002061827,0.004435109,0.001600729,0.0356828,0.01111222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002832264,"about_ca_system_score_gemma":0.002668313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002230301,"about_ca_topic_score_gemma":0.005451368,"domain_scores_codex":[0.997877,0.0005740085,0.0002110071,0.0002234393,0.0007252127,0.0003894161],"domain_scores_gemma":[0.9960567,0.001241042,0.0002438934,0.0001268797,0.0007503243,0.001581204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004818937,0.00008638466,0.0009652082,0.00003889401,0.00001114418,0.004760713,0.0001122969,0.0001236448,0.0002807182,0.006037386,0.9752699,0.01226558],"study_design_scores_gemma":[0.0001215635,0.00009724106,0.001189456,0.0003655056,0.00001548482,0.007783982,0.00056683,0.0007741744,0.0002161426,0.0260933,0.9627221,0.00005416985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000399532,0.0005578782,0.0001418323,0.9832403,0.008936195,0.000008592439,0.00002026428,0.00002209158,0.006673362],"genre_scores_gemma":[0.00895952,0.001692259,0.0006710892,0.9099433,0.0557377,0.00003554354,0.00004078352,0.00003716329,0.02288263],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03863409,"threshold_uncertainty_score":0.07187879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218328009577345,"score_gpt":0.2967843905510099,"score_spread":0.2846011104552364,"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."}}