{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009685477,0.0003134914,0.0006436818,0.0001489912,0.0003242872,0.0000960344,0.0001206014,0.0007702889,0.000177707],"category_scores_gemma":[0.001159643,0.000179718,0.000584401,0.0001598408,0.00008826433,0.00004669899,0.00004362327,0.000632954,0.00007789341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001057844,"about_ca_system_score_gemma":0.0002777267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001808483,"about_ca_topic_score_gemma":0.000004764618,"domain_scores_codex":[0.997743,0.000159151,0.0004527594,0.0004031347,0.0007378468,0.0005040765],"domain_scores_gemma":[0.9960825,0.00264111,0.000165842,0.0006729551,0.0002665271,0.0001710059],"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":[0.00005859835,0.00003037647,0.0008844331,0.000270574,0.0002410405,0.000545027,0.0000197942,7.044552e-8,3.662225e-7,0.00009044461,0.9836941,0.01416518],"study_design_scores_gemma":[0.0007502307,0.0000643265,0.0002026094,0.00053457,0.0003873167,0.00005895477,0.00001510009,0.00002050134,0.000008123277,0.000072526,0.9976908,0.0001949611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007185493,0.0009239184,0.0002838016,0.9921947,0.001054404,0.00112076,0.0000236768,0.0001549514,0.00417198],"genre_scores_gemma":[0.002432,0.001194781,0.000418564,0.8395829,0.02602912,0.001384856,0.008583924,0.0002628678,0.120111],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1526118,"threshold_uncertainty_score":0.7328686,"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."}}