{"id":"W2081267301","doi":"10.1016/s0003-4975(03)01430-9","title":"A cluster of cases of Aspergillus endocarditis after cardiac surgery","year":2004,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Endocarditis; Aspergillus; Cardiac surgery; Cluster (spacecraft); Population; Intensive care medicine; Heart disease; Surgery; Internal medicine; Microbiology; Environmental health","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":[0.002023793,0.0002230607,0.001363373,0.0003604868,0.00003777599,0.000007093979,0.00009516192,0.00007404174,0.0001537608],"category_scores_gemma":[0.001108561,0.0001605236,0.0015193,0.0004006326,0.0003046466,0.0001189545,0.0001201307,0.0001239087,0.00001384031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002652947,"about_ca_system_score_gemma":0.0001580469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005009691,"about_ca_topic_score_gemma":0.000006779395,"domain_scores_codex":[0.9977503,0.0003143173,0.0007835525,0.0002400555,0.0005524305,0.0003592964],"domain_scores_gemma":[0.9958112,0.002504184,0.0004371232,0.0007041856,0.0004519704,0.00009136789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00376645,0.002722104,0.4195679,0.005659474,0.008049943,0.00218448,0.001541012,0.0006226793,0.002060178,0.001319824,0.227628,0.324878],"study_design_scores_gemma":[0.0002547599,0.0002733962,0.5585878,0.002638874,0.0008429118,0.0002011145,0.0003712247,0.000002505873,0.4167007,0.0009077306,0.01882037,0.0003986684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907615,0.004595622,0.0000779161,0.001029871,0.000674984,0.0004423464,0.0001976553,0.00002520221,0.002194937],"genre_scores_gemma":[0.9943862,0.004378194,0.00005405247,0.0007497118,0.000237086,0.00009913132,0.00003163408,0.00003453052,0.00002944551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4146405,"threshold_uncertainty_score":0.6545961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07930848827880124,"score_gpt":0.358229980924437,"score_spread":0.2789214926456358,"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."}}