{"id":"W2040358990","doi":"10.1001/jamasurg.2014.50","title":"The Medicare Readmission Measure for Surgical Hospitalizations","year":2014,"lang":"en","type":"letter","venue":"JAMA Surgery","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Medicine; Measure (data warehouse); MEDLINE; Emergency medicine; Intensive care medicine; Data mining","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":[0.006958792,0.0007605075,0.001634949,0.00162968,0.004004401,0.003081704,0.002076289,0.02879649,0.005493392],"category_scores_gemma":[0.05993935,0.001106111,0.00168955,0.001623074,0.001637851,0.00244052,0.002322834,0.0181136,0.003102282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007204561,"about_ca_system_score_gemma":0.0116901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0404712,"about_ca_topic_score_gemma":0.09582292,"domain_scores_codex":[0.9914132,0.003045814,0.001563054,0.0005229153,0.002397923,0.001057214],"domain_scores_gemma":[0.9608214,0.02071266,0.003967589,0.00100867,0.007167712,0.006321955],"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":[0.00009731447,0.00009713951,0.01341357,0.00005204568,0.00004091901,0.0002671929,0.00009172021,0.00009790175,0.0001004105,0.002129995,0.9713712,0.01224064],"study_design_scores_gemma":[0.001153843,0.0006934209,0.1602956,0.002758644,0.0004435646,0.002061488,0.00180739,0.004421003,0.001152662,0.01309033,0.8116943,0.0004278184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004315619,0.001135877,0.0002043413,0.9676837,0.01343522,0.00004802044,0.001225319,0.00006834304,0.01188366],"genre_scores_gemma":[0.02240971,0.0008354661,0.0006729796,0.9390116,0.02414886,0.0002308234,0.0005780885,0.00005026482,0.01206207],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0404712,"threshold_uncertainty_score":0.08047128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02995762862399618,"score_gpt":0.2786813869360186,"score_spread":0.2487237583120225,"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."}}