{"id":"W2810488362","doi":"10.1016/j.cjca.2018.06.013","title":"When Should Infective Endocarditis Be Treated With Early Surgical Intervention?","year":2018,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Infective endocarditis; Intervention (counseling); Endocarditis; Surgery; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001184622,0.0006971895,0.001561562,0.001657476,0.004438031,0.003234731,0.001356116,0.02684582,0.007079042],"category_scores_gemma":[0.02025342,0.0004703682,0.001275716,0.000768814,0.002207257,0.00328559,0.0009179985,0.01859081,0.002444432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004041329,"about_ca_system_score_gemma":0.00577292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008864469,"about_ca_topic_score_gemma":0.01948226,"domain_scores_codex":[0.9980949,0.0003453189,0.0003407719,0.0002161387,0.0005434198,0.0004595721],"domain_scores_gemma":[0.9938068,0.002103119,0.0005854706,0.0001284632,0.001172072,0.002204075],"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":[0.000378106,0.0006502479,0.04817542,0.0005230001,0.000128051,0.3599464,0.001300496,0.0007174076,0.001611191,0.0113458,0.5229378,0.05228597],"study_design_scores_gemma":[0.0007412717,0.0004536638,0.04806134,0.005460843,0.0002434648,0.5118435,0.009378965,0.002663532,0.00114805,0.06289546,0.3566709,0.0004390185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009641805,0.008781336,0.0005772908,0.9434491,0.01380932,0.00004814141,0.00006642615,0.00004619042,0.02358027],"genre_scores_gemma":[0.1771596,0.01752036,0.004610132,0.5693815,0.220755,0.0001631023,0.0002356429,0.00007280707,0.0101018],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02684582,"threshold_uncertainty_score":0.02932203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02703217563738826,"score_gpt":0.2709078013428314,"score_spread":0.2438756257054431,"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."}}