{"id":"W3159691859","doi":"10.1016/j.jacr.2021.01.010","title":"ACR Appropriateness Criteria® Infective Endocarditis","year":2021,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Appropriate Use Criteria; Infective endocarditis; Medicine; Endocarditis; Appropriateness criteria; Intensive care medicine; Medical literature; Grading (engineering); Expert opinion; MEDLINE; Radiology; Surgery; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003271069,0.0001359392,0.0009957959,0.0001346678,0.00005913232,0.000004850811,0.0001681636,0.00003636486,0.00008811391],"category_scores_gemma":[0.0007676223,0.00009037867,0.0005467968,0.0004728387,0.0004161618,0.0000593458,0.000134309,0.0002601455,0.000002724451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001575859,"about_ca_system_score_gemma":0.000315722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002423626,"about_ca_topic_score_gemma":0.000004339768,"domain_scores_codex":[0.9984075,0.0005028134,0.0004732784,0.000152015,0.0002485453,0.0002158366],"domain_scores_gemma":[0.9978333,0.0002902554,0.000821084,0.000319891,0.0006534792,0.00008199035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001329277,0.002574782,0.3955039,0.0004105624,0.01104682,0.01558554,0.000855929,0.0006777658,0.1197809,0.01895431,0.3939084,0.03937178],"study_design_scores_gemma":[0.002389901,0.001725925,0.915339,0.000145433,0.0005319481,0.02254697,0.00104945,0.00001762395,0.02247467,0.0009710376,0.03267501,0.0001330535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917421,0.0005817763,0.000834158,0.001532135,0.001485922,0.0002060735,0.00005776314,0.000006506114,0.003553555],"genre_scores_gemma":[0.9961496,0.0008655498,0.001158478,0.001227284,0.0005191673,0.00001001128,0.000001537651,0.00001696924,0.00005141159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5198351,"threshold_uncertainty_score":0.3685535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142089867266701,"score_gpt":0.2860189578352426,"score_spread":0.2745980591625756,"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."}}