{"id":"W2316357583","doi":"10.2459/jcm.0000000000000013","title":"Multimodality cardiac imaging of infective endocarditis","year":2014,"lang":"en","type":"article","venue":"Journal of Cardiovascular Medicine","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital","funders":"","keywords":"Medicine; Multimodality; Infective endocarditis; Endocarditis; Cardiac imaging; Cardiology; Internal medicine; Radiology; Linguistics","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":[0.00337097,0.0002569859,0.0021237,0.0004295704,0.00005339528,0.000007995293,0.0001368506,0.00006409388,0.00006766477],"category_scores_gemma":[0.001931641,0.0001901061,0.002391895,0.0003172691,0.0002836479,0.000171609,0.00006906733,0.000385997,0.00000598395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001757872,"about_ca_system_score_gemma":0.00008596163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001801987,"about_ca_topic_score_gemma":4.448545e-7,"domain_scores_codex":[0.9966288,0.0005071527,0.0009095255,0.0002496665,0.001404125,0.0003007661],"domain_scores_gemma":[0.9969648,0.0003260747,0.0005133722,0.0006430626,0.001306725,0.0002459591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001887173,0.000572861,0.3244368,0.001041692,0.03472627,0.0009275316,0.001134917,0.002377327,0.003974223,0.003125648,0.0246866,0.6028074],"study_design_scores_gemma":[0.00665745,0.00102079,0.7859639,0.0008695477,0.00551752,0.0005966246,0.0003360205,0.0001042026,0.004337024,0.0003549972,0.194049,0.0001929457],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6698086,0.06869534,0.1599701,0.001154271,0.007200035,0.001680254,0.00002287975,0.00008860824,0.09137993],"genre_scores_gemma":[0.9939444,0.0025821,0.0006793475,0.000305109,0.002429248,0.00001231214,0.000006386886,0.00003492317,0.000006165866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6026145,"threshold_uncertainty_score":0.7752303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009179927818278465,"score_gpt":0.2588895077120023,"score_spread":0.2497095798937238,"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."}}