{"id":"W2495461220","doi":"10.1016/j.jtcvs.2016.07.041","title":"The tail wagging the dog: Attention to detail in valvular surgery","year":2016,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Fibrous joint; Surgery; Perforation; Aortic valve; Obstructive cardiomyopathy; Cardiology; Hypertrophic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00329065,0.0006063756,0.001513368,0.0008925301,0.005574086,0.00605347,0.001808136,0.05934703,0.006258839],"category_scores_gemma":[0.03379805,0.0007155529,0.001012475,0.00081626,0.00517075,0.007912979,0.002578092,0.06213344,0.002715533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004864707,"about_ca_system_score_gemma":0.004887784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003616469,"about_ca_topic_score_gemma":0.01033345,"domain_scores_codex":[0.9960913,0.001641167,0.000469671,0.0004583107,0.0008654185,0.0004742005],"domain_scores_gemma":[0.9877159,0.007366384,0.000879449,0.0003857579,0.001299417,0.002353047],"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":[0.00006090941,0.00006520755,0.002083567,0.0001618462,0.00003055203,0.02629725,0.001143506,0.0001360178,0.0002047278,0.00648381,0.9469007,0.016432],"study_design_scores_gemma":[0.0001463511,0.0001250559,0.002412992,0.00233384,0.00006070375,0.05369077,0.004763123,0.0006836353,0.0001904287,0.04227693,0.8931482,0.0001680593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005733629,0.005635911,0.00007797805,0.97664,0.01461602,0.00000320048,0.000007388798,0.000009720065,0.002436436],"genre_scores_gemma":[0.01140163,0.005721359,0.0002600254,0.8662207,0.1138159,0.000009387426,0.00000988712,0.000027833,0.002533403],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05934703,"threshold_uncertainty_score":0.03529608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02038054486658934,"score_gpt":0.3114212442913505,"score_spread":0.2910406994247612,"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."}}