{"id":"W3211591168","doi":"10.3389/fcvm.2021.766996","title":"Cancer and Infective Endocarditis: Characteristics and Prognostic Impact","year":2021,"lang":"en","type":"article","venue":"Frontiers in Cardiovascular Medicine","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Abbott Vascular; Novartis Pharma; European Association of Cardiovascular Imaging; Servier; Bayer; Gedeon Richter; Boston Scientific Corporation; European Society of Cardiology; Daiichi Sankyo Europe; Sanofi; Amgen; Pfizer; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; ResMed","keywords":"Medicine; Cancer; Heart failure; Internal medicine; Infective endocarditis; Cohort; Observational study; Surgery","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":[0.0004473687,0.0002731289,0.001269659,0.0002441527,0.00006504861,0.00002199738,0.00003577142,0.00009488609,0.00004686337],"category_scores_gemma":[0.0007591993,0.0002254727,0.0003081876,0.0003505152,0.0002590641,0.00009610973,0.000100489,0.0002943576,0.000001412513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002498272,"about_ca_system_score_gemma":0.0001132001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002583737,"about_ca_topic_score_gemma":0.000008601921,"domain_scores_codex":[0.9982069,0.0001532435,0.0002972648,0.0005509558,0.000424914,0.0003667914],"domain_scores_gemma":[0.9990404,0.00008866745,0.0000573909,0.0003901906,0.000207294,0.0002161037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001648479,0.00005569798,0.8472229,0.0002505283,0.003279501,0.001655091,0.0002756837,0.00001314705,0.00004093524,0.00006453049,0.005852573,0.1412729],"study_design_scores_gemma":[0.003826846,0.000240705,0.9718382,0.0008221314,0.001639668,0.000538001,0.0004596823,0.0001133706,0.00009854504,0.0001551373,0.02006016,0.0002075185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6931651,0.2929839,0.006620113,0.0004580854,0.00198016,0.001172904,0.00004723896,0.0000659543,0.003506522],"genre_scores_gemma":[0.9666151,0.03122383,0.0006077058,0.000502354,0.0006778244,0.0002447662,0.00006819828,0.00003854017,0.00002169876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.27345,"threshold_uncertainty_score":0.9194512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009508472251795642,"score_gpt":0.2680154333907465,"score_spread":0.2585069611389509,"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."}}