{"id":"W4404363316","doi":"10.1161/circ.150.suppl_1.4141272","title":"Abstract 4141272: Trends in Cancer Versus Cancer with Heart Failure Related Mortality in the United States from 1999-2020. A CDC WONDER Database Analysis","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Medicine; Heart failure; Wonder; Cancer; Database; Internal medicine; Gerontology; Cardiology; Intensive care medicine; Oncology","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":[0.0003894809,0.0001547201,0.0003372292,0.0005794293,0.00004689402,0.0000370608,0.00005168151,0.0001157687,0.0005042721],"category_scores_gemma":[0.00002127401,0.0001021359,0.0001773597,0.004027039,0.00003970345,0.0001405997,0.000008809438,0.0004390245,0.000006075385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003484258,"about_ca_system_score_gemma":0.0002152311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1757041,"about_ca_topic_score_gemma":0.1017911,"domain_scores_codex":[0.9985244,0.0001137668,0.0003223489,0.0003820445,0.0004221147,0.0002353843],"domain_scores_gemma":[0.9992812,0.0001221491,0.00005111183,0.0004054745,0.00004757033,0.00009251617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002011741,0.00005201368,0.9467189,0.00008390457,0.001116572,0.0001055499,0.001701593,0.0476897,0.0001216591,0.000007862835,0.0005581031,0.001642926],"study_design_scores_gemma":[0.001460636,0.00001259006,0.9703287,0.0001789977,0.001365983,0.000002467777,0.0005801578,0.02280684,0.00001330184,0.00001233615,0.003117529,0.0001203885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99295,0.004153033,0.00004190909,0.002073588,0.0001810624,0.0002594842,0.0002456323,0.00005160797,0.00004373401],"genre_scores_gemma":[0.9933591,0.0005086191,0.00001990255,0.0001775775,0.0001021176,0.0000607581,0.005744628,0.00001845032,0.000008829691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07391303,"threshold_uncertainty_score":0.9145989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03837455896447151,"score_gpt":0.3502475694415117,"score_spread":0.3118730104770402,"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."}}