{"id":"W4283735421","doi":"10.1093/ejcts/ezac367","title":"Going all in: left ventricular outflow tract, aortic root and intervalvular fibrous body reconstruction for extensive infective endocarditis","year":2022,"lang":"en","type":"letter","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ventricular outflow tract; Aortic root; Medicine; Infective endocarditis; Cardiology; Internal medicine; Outflow; Aorta; Geology","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":[0.0001427538,0.000379104,0.0005477525,0.0004613303,0.0006059382,0.0006698297,0.0003492336,0.0007891617,0.01146568],"category_scores_gemma":[0.0004363013,0.00008186333,0.0005562503,0.0001797237,0.0002736632,0.0007285782,0.0004576519,0.001194568,0.002441997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001905962,"about_ca_system_score_gemma":0.0003502865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000302138,"about_ca_topic_score_gemma":0.001198107,"domain_scores_codex":[0.9999036,0.000009053775,0.0000113736,0.00001856998,0.00002610444,0.00003137541],"domain_scores_gemma":[0.9998564,0.00001684379,0.00003111425,0.000005393585,0.00001019703,0.00007997132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007686154,0.001681448,0.07064895,0.00219455,0.0002561269,0.2701589,0.0005733359,0.0009401869,0.01964858,0.003979431,0.0656813,0.5634686],"study_design_scores_gemma":[0.0001528108,0.00215906,0.0651711,0.003474892,0.0002030432,0.8025565,0.0006605922,0.00179058,0.003552089,0.007936323,0.1122431,0.00009980691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.479836,0.2784124,0.04485535,0.03366129,0.01382339,0.0006284802,0.0009280972,0.00107967,0.1467753],"genre_scores_gemma":[0.8646273,0.0477163,0.01865583,0.01625264,0.01079487,0.0001835996,0.0009645563,0.0001684981,0.04063643],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01146568,"threshold_uncertainty_score":0.0383566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03069125616078671,"score_gpt":0.286612383112327,"score_spread":0.2559211269515403,"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."}}