{"id":"W4319755966","doi":"10.33590/emj/10089143","title":"Marantic Endocarditis and Lung Adenocarcinoma with Brain Metastasis: A Diagnostic Conundrum","year":2023,"lang":"en","type":"article","venue":"EMJ Oncology","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Medicine; Endocarditis; Adenocarcinoma; Transesophageal echocardiogram; Lung; Brain metastasis; Infective endocarditis; Lung cancer; Metastasis; Radiology; Surgery; Cancer; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004002535,0.0002187569,0.0006346291,0.0002835665,0.0001187301,0.0000278019,0.00006604451,0.00008649065,0.0002101928],"category_scores_gemma":[0.0006398619,0.0001804396,0.0001047785,0.0003974547,0.0002006473,0.00007691976,0.0001345829,0.0002165043,0.000215439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001539729,"about_ca_system_score_gemma":0.0001168099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008855589,"about_ca_topic_score_gemma":0.00006703326,"domain_scores_codex":[0.9983696,0.0001969957,0.0002393955,0.0004501551,0.0002341145,0.0005097002],"domain_scores_gemma":[0.9977659,0.001620542,0.00008091215,0.000279737,0.00007818561,0.0001746952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001993327,0.0004180007,0.3508587,0.0005947375,0.002593806,0.09292082,0.0009684783,0.00004644615,0.00009837804,0.01301988,0.470102,0.06817947],"study_design_scores_gemma":[0.004301228,0.002156883,0.913661,0.0001395116,0.0008309825,0.005031841,0.0004448402,0.0001132075,0.0002224272,0.0001920722,0.07268176,0.0002242313],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681524,0.002495814,0.0006014098,0.00982876,0.0006657224,0.001779317,0.00003776548,0.0003362156,0.0161026],"genre_scores_gemma":[0.9946851,0.0004564926,0.0002506831,0.003274434,0.0002768222,0.0006256523,0.00006730641,0.00004433565,0.000319192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5628023,"threshold_uncertainty_score":0.7358112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575262309096963,"score_gpt":0.3093453695870699,"score_spread":0.2935927464961002,"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."}}