{"id":"W2982573089","doi":"10.21037/jtd.2019.09.37","title":"Bugs at the operating theatre in infective endocarditis: one step forward, still a long way to go","year":2019,"lang":"en","type":"letter","venue":"Journal of Thoracic Disease","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Infective endocarditis; Cardiac surgery; Cardiothoracic surgery; Endocarditis; Stroke (engine); Surgery; Intensive care medicine; General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002680728,0.0004737123,0.0009389516,0.0009872242,0.003102285,0.0036931,0.00100579,0.01988509,0.007565589],"category_scores_gemma":[0.01968982,0.0004130237,0.000925907,0.0008763219,0.002406246,0.007452876,0.001300643,0.02104094,0.005120883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003401904,"about_ca_system_score_gemma":0.002957595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006721458,"about_ca_topic_score_gemma":0.01074803,"domain_scores_codex":[0.9974403,0.0008429054,0.0004438689,0.0003117032,0.0006565374,0.000304636],"domain_scores_gemma":[0.9857261,0.007349827,0.001165672,0.0005046531,0.002791452,0.00246237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008060348,0.0001713839,0.009953454,0.0002107579,0.00004369657,0.005472969,0.0005926582,0.00008636472,0.0003577691,0.002786897,0.926425,0.05381845],"study_design_scores_gemma":[0.0002983938,0.0005191222,0.01963631,0.006014127,0.0001686887,0.03342459,0.009029652,0.001125228,0.0004766733,0.04285153,0.886161,0.0002946832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008830982,0.003164232,0.00010427,0.9901481,0.00450321,0.000004393669,0.00002459711,0.0000161824,0.001151926],"genre_scores_gemma":[0.016253,0.01051646,0.0008585439,0.9066368,0.0628107,0.00002035831,0.00005972151,0.0000334368,0.002810993],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01988509,"threshold_uncertainty_score":0.02530938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656704672285938,"score_gpt":0.3132557623993661,"score_spread":0.2966887156765068,"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."}}