{"id":"W141555805","doi":"","title":"Can structured clinical assessment using modified Duke's criteria improve appropriate use of echocardiography in patients with suspected infective endocarditis?","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Endocarditis; Infective endocarditis; Internal medicine; Cardiology; Heart disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003914293,0.0003661043,0.0006081055,0.0008285902,0.0002206015,0.000739727,0.0004725149,0.0006083223,0.000576063],"category_scores_gemma":[0.03877069,0.000157815,0.0003554955,0.0005167979,0.0004426778,0.0007909318,0.0006703307,0.0005183704,0.0002344535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003300536,"about_ca_system_score_gemma":0.001023575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00144186,"about_ca_topic_score_gemma":0.002650415,"domain_scores_codex":[0.9974733,0.001486391,0.0003347851,0.0002014173,0.000365459,0.0001387361],"domain_scores_gemma":[0.9862086,0.005509149,0.004774649,0.0005725665,0.001599444,0.001335614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005848482,0.0002289086,0.9511567,0.0001083281,0.00005126028,0.000115295,0.0002845311,0.0005736024,0.000211326,0.00004276957,0.001111038,0.04553135],"study_design_scores_gemma":[0.0003781636,0.002799074,0.9849835,0.0002183533,0.0001057882,0.0006443088,0.0007000913,0.008546885,0.0004403965,0.0003682439,0.0007704721,0.00004475717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951325,0.0008350146,0.001345778,0.001103676,0.00008622639,0.0001516114,0.0001019454,0.0000405914,0.00120251],"genre_scores_gemma":[0.9958993,0.0002359663,0.003364466,0.0001368316,0.00008408959,0.00007052411,0.0001594487,0.00000276387,0.00004675571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003914293,"threshold_uncertainty_score":0.02070105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03254072575677477,"score_gpt":0.2930090819201491,"score_spread":0.2604683561633744,"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."}}