{"id":"W2741649826","doi":"10.21037/acs.2017.07.08","title":"Transaortic septal myectomy: techniques and pitfalls","year":2017,"lang":"en","type":"review","venue":"Annals of Cardiothoracic Surgery","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Septal myectomy; Hypertrophic cardiomyopathy; Percutaneous; Cardiology; Ventricular outflow tract obstruction; Internal medicine; Alcohol septal ablation; Complication; Gold standard (test); Ablation; Ventricular outflow tract; Surgery; Obstructive cardiomyopathy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001846376,0.0006193196,0.007147225,0.0005655992,0.0001433424,0.00004800463,0.0001449399,0.0005000144,0.00001385619],"category_scores_gemma":[0.0004294431,0.00049947,0.00515638,0.0002142261,0.000447179,0.0001338954,0.0001080155,0.000438693,0.00001006937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002511203,"about_ca_system_score_gemma":0.0005121372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002070277,"about_ca_topic_score_gemma":7.309344e-7,"domain_scores_codex":[0.9971745,0.0002609277,0.001032399,0.0005822894,0.0004748037,0.0004750771],"domain_scores_gemma":[0.996977,0.0007893046,0.0006618709,0.001063384,0.000287728,0.0002207067],"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":[0.00005022017,0.00003305836,0.0000799422,0.03370893,0.002450994,0.0006675855,0.00005112604,5.393308e-9,6.817989e-7,0.000007747103,0.004821261,0.9581285],"study_design_scores_gemma":[0.00006503444,0.00006968151,0.0001059462,0.031038,0.004138136,0.001515755,0.00001698852,4.482233e-8,0.00009461275,0.00001435746,0.9625168,0.0004245775],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001040198,0.9901749,0.00001490479,0.0001073775,0.0004051975,0.0008090497,0.0001311758,0.0001278108,0.008125493],"genre_scores_gemma":[0.0009544757,0.9971024,0.00007781439,0.00006238284,0.0008915559,0.000139229,0.0000556619,0.00009964757,0.0006167878],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9577039,"threshold_uncertainty_score":0.9997457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4199317050470512,"score_gpt":0.5082601027729793,"score_spread":0.0883283977259281,"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."}}