{"id":"W4240481924","doi":"10.1093/eurheartj/suz127","title":"PERICARDITIS - MYOCARDITIS - ENDOCARDITIS","year":2019,"lang":"en","type":"article","venue":"European Heart Journal Supplements","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Endocarditis; Pericarditis; Myocarditis; Cardiology; Internal medicine","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008789158,0.0003135893,0.0006041806,0.0002455954,0.0002664806,0.0001922649,0.0001735575,0.00003365815,0.0109325],"category_scores_gemma":[0.00008596609,0.0002869166,0.000705217,0.000219238,0.00005164028,0.000304061,0.0002079031,0.0005401759,0.006488052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002408734,"about_ca_system_score_gemma":0.00005967585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002577716,"about_ca_topic_score_gemma":6.678471e-7,"domain_scores_codex":[0.9969456,0.0004737125,0.0005687088,0.0004445993,0.0008598938,0.0007074709],"domain_scores_gemma":[0.9986317,0.00007006073,0.0001526764,0.0005070769,0.0002044987,0.0004339955],"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":[0.00001943943,0.0001553276,0.4479054,0.00004445762,0.0004790585,0.001721367,0.0001138341,0.00001939998,0.0006198516,0.0001621883,0.5353721,0.01338759],"study_design_scores_gemma":[0.001875862,0.0004470365,0.4835848,0.0000895398,0.00009730052,0.002209798,0.0001084668,0.000002842517,0.0002312065,0.00002321028,0.511165,0.0001649228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7354062,0.0006121711,0.0004959664,0.0009980984,0.003880297,0.001228276,0.0001436823,0.0001592452,0.2570761],"genre_scores_gemma":[0.99114,0.000915041,0.001153869,0.003816675,0.001856267,0.00001967882,0.0001141733,0.0001103526,0.0008739073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2562022,"threshold_uncertainty_score":0.9999583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02325082888082545,"score_gpt":0.30298346167393,"score_spread":0.2797326327931045,"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."}}