{"id":"W1976491522","doi":"10.1016/s0828-282x(09)70533-1","title":"Judicious use of transthoracic echocardiography in infective endocarditis screening","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Infective endocarditis; Internal medicine; Etiology; Pre- and post-test probability; Cardiology; Endocarditis; Endocardium; Prospective cohort study; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003441765,0.001031768,0.001760088,0.002853344,0.001730202,0.00160904,0.001228886,0.003776906,0.001838052],"category_scores_gemma":[0.02233173,0.0007626143,0.0009246749,0.001037983,0.0009051161,0.002125913,0.0005477345,0.004378471,0.0006658114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008533664,"about_ca_system_score_gemma":0.002573492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006222377,"about_ca_topic_score_gemma":0.01549353,"domain_scores_codex":[0.9966538,0.001326244,0.0005484769,0.0002860957,0.0008552957,0.0003301164],"domain_scores_gemma":[0.992916,0.00372241,0.0004702275,0.0003295027,0.001296652,0.001265118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003326163,0.002671445,0.5610121,0.0007477942,0.0003385598,0.09411801,0.002353219,0.002345459,0.02415414,0.002006667,0.03300723,0.2739191],"study_design_scores_gemma":[0.0008916056,0.006242054,0.6551654,0.005805084,0.001170723,0.20301,0.008816418,0.02246725,0.01869047,0.008078584,0.06902218,0.000640151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.77433,0.04951163,0.02382893,0.08274909,0.007689895,0.0006880622,0.0004255903,0.0005922668,0.06018461],"genre_scores_gemma":[0.9626333,0.007607419,0.0166568,0.007673812,0.003626172,0.000133859,0.0001058921,0.00007143673,0.001491383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006222377,"threshold_uncertainty_score":0.01820201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02842563616723018,"score_gpt":0.2710412755873204,"score_spread":0.2426156394200903,"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."}}