{"id":"W4396534033","doi":"10.1016/j.cjco.2024.04.008","title":"Analysis of Transesophageal Echocardiography Appropriateness for Diagnosing Infective Endocarditis: Insights From Two Tertiary-Care Hospitals","year":2024,"lang":"en","type":"article","venue":"CJC Open","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Saskatchewan; Saskatchewan Health; Saskatchewan Health Authority; Dalhousie University","funders":"","keywords":"Infective endocarditis; Tertiary care; Endocarditis; Medicine; Intensive care medicine; Radiology; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001491381,0.0003671716,0.0004940905,0.002305944,0.0006844511,0.001258074,0.0007734368,0.0006190263,0.001385763],"category_scores_gemma":[0.006529703,0.0004167127,0.0005454628,0.00365598,0.000578275,0.0006846243,0.002093433,0.0006843869,0.00029743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002585952,"about_ca_system_score_gemma":0.002580752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08177337,"about_ca_topic_score_gemma":0.144234,"domain_scores_codex":[0.9976649,0.000716166,0.0003860733,0.0003227413,0.000406519,0.0005036695],"domain_scores_gemma":[0.9895732,0.002089047,0.004958808,0.0004131187,0.001526179,0.001439715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002033954,0.00001445768,0.9989024,0.00001157754,0.00002031101,0.0001140736,0.0002521896,0.00002362258,0.00006567012,0.000007991846,0.00006505859,0.0005022456],"study_design_scores_gemma":[0.000003960425,0.00003528145,0.9979482,0.00001916888,0.00001251133,0.000216236,0.001550723,0.0000996072,0.00002857427,0.000006191051,0.00007492013,0.000004559426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988465,0.0001295202,0.00004733801,0.0001033035,0.000002782225,0.00001553166,0.0005448018,0.000002457856,0.0003077687],"genre_scores_gemma":[0.9991946,0.0001651404,0.00007054616,0.00007977288,0.000007885444,0.00001417154,0.0004189819,0.0000017711,0.00004719531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08177337,"threshold_uncertainty_score":0.1625948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140948419602831,"score_gpt":0.3100102194075193,"score_spread":0.2986007352114909,"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."}}