{"id":"W4296248560","doi":"10.1111/jocs.16951","title":"Ross procedure for acute infective endocarditis","year":2022,"lang":"en","type":"article","venue":"Journal of Cardiac Surgery","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Infective endocarditis; Endocarditis; Surgery; Prosthesis; Ross procedure; Aortic valve; Intensive care medicine; Aortic valve replacement; Cardiology","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":[0.001242912,0.0001728813,0.001040392,0.0003831864,0.0002158447,0.00003068249,0.00006986512,0.00003738226,0.0001127837],"category_scores_gemma":[0.0004829049,0.0001570476,0.001974094,0.000285545,0.00004767818,0.0001758342,0.00009263083,0.00035304,0.000003640651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003937807,"about_ca_system_score_gemma":0.0003818519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000430312,"about_ca_topic_score_gemma":1.5871e-7,"domain_scores_codex":[0.9981468,0.0001794179,0.0005195036,0.0001860681,0.0006412218,0.0003270212],"domain_scores_gemma":[0.9979537,0.0007596054,0.0004571351,0.0001827126,0.0004987458,0.0001481256],"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":[0.0002882291,0.0003292974,0.1027483,0.00008440125,0.006479433,0.0005559647,0.0001790082,0.0001635806,0.0007129497,0.0003899941,0.8540843,0.03398464],"study_design_scores_gemma":[0.0008322169,0.0007670963,0.4277393,0.00007296953,0.001833465,0.001361426,0.0002846836,0.000005125046,0.00339262,0.0003118108,0.5631959,0.0002033883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716493,0.005956988,0.0009038973,0.0009139756,0.01067174,0.001647849,0.0004667792,0.0000608316,0.007728643],"genre_scores_gemma":[0.9953116,0.001346219,0.0001565535,0.0009693699,0.00164988,0.0004159947,0.00003808861,0.00004690018,0.00006544847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.324991,"threshold_uncertainty_score":0.6404213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509854172173619,"score_gpt":0.2960947513038787,"score_spread":0.2809962095821425,"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."}}