{"id":"W1888232380","doi":"10.1016/j.cardfail.2015.07.004","title":"Personalized Care for Patients With Heart Failure and Diabetes: Can We Afford Not to Do It?","year":2015,"lang":"en","type":"letter","venue":"Journal of Cardiac Failure","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Medicine; Heart failure; Diabetes mellitus; Glycemic; Scopus; Coronary artery disease; Type 2 diabetes; Internal medicine; Heart disease; MEDLINE; Endocrinology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002652307,0.0005788826,0.001674201,0.0004412888,0.00009247084,0.0002153686,0.0002207435,0.0004408713,0.00006305856],"category_scores_gemma":[0.0001337713,0.0004233851,0.0006601389,0.0002006662,0.0001281088,0.0001929557,0.00009237426,0.001099193,0.000005988515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005309965,"about_ca_system_score_gemma":0.0008541289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006856613,"about_ca_topic_score_gemma":0.00001607719,"domain_scores_codex":[0.9967535,0.00009331303,0.0005555301,0.0004461439,0.001544686,0.0006068216],"domain_scores_gemma":[0.9968813,0.0001293552,0.0004739505,0.0004592216,0.001574979,0.0004811983],"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":[0.0005002499,0.00003318931,0.006609635,0.00249699,0.001143944,0.00006699644,0.0009278873,0.00000533039,0.000007190684,0.000005196888,0.987681,0.0005224065],"study_design_scores_gemma":[0.004487471,0.002134337,0.001252096,0.002321069,0.002536562,0.00001323822,0.004593067,6.123728e-7,0.00001024142,0.00002684611,0.9821757,0.0004487343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04568721,0.002862415,0.00001087834,0.9465179,0.000798092,0.002492007,0.001143067,0.0000329994,0.0004554186],"genre_scores_gemma":[0.173009,0.0005655394,0.01720176,0.7683833,0.0304114,0.0004247019,0.003191204,0.0009054217,0.00590773],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1781347,"threshold_uncertainty_score":0.9998218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390695826809839,"score_gpt":0.2697015111954326,"score_spread":0.2557945529273342,"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."}}