{"id":"W2031761626","doi":"10.1007/s10741-010-9162-x","title":"The epidemiology and management of elderly patients with myocardial infarction or heart failure","year":2010,"lang":"en","type":"review","venue":"Heart Failure Reviews","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Heart failure; Myocardial infarction; Intensive care medicine; Epidemiology; Disease management; Disease; Heart disease; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002062953,0.0008851378,0.00481371,0.000225738,0.0002907595,0.00003921699,0.0002012809,0.0005362895,0.0001255367],"category_scores_gemma":[0.0002072821,0.0004078998,0.0008989543,0.0005459459,0.0003166239,0.0001127373,0.0001962043,0.0009138569,0.0002394293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045006,"about_ca_system_score_gemma":0.0001689772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002402001,"about_ca_topic_score_gemma":0.0001785714,"domain_scores_codex":[0.9951994,0.0009459272,0.001822038,0.0008681668,0.0004242051,0.0007402588],"domain_scores_gemma":[0.996823,0.0005558711,0.0007446334,0.001385927,0.0001489249,0.0003416199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006932922,0.0001370477,0.001257741,0.02472113,0.0007885173,0.000007052177,0.0000127466,2.689988e-8,1.262456e-7,0.0003264062,0.1635868,0.8090931],"study_design_scores_gemma":[0.001059581,0.001000799,0.0007607505,0.01887319,0.004187731,0.0001125659,0.0000158126,2.512596e-7,1.260516e-7,0.00001041988,0.9736174,0.0003613797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002059227,0.9804035,0.00003026751,0.00877681,0.0002925505,0.01021274,0.00002021408,0.00006270651,0.0001805542],"genre_scores_gemma":[0.000003282071,0.9690281,0.02762331,0.0003971236,0.0002672893,0.001281193,0.0002266564,0.00009167611,0.001081379],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8100306,"threshold_uncertainty_score":0.9998373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.046933351791267,"score_gpt":0.3431759548799718,"score_spread":0.2962426030887048,"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."}}