{"id":"W4285600143","doi":"10.1016/j.jtcvs.2022.07.009","title":"Commentary: Papillary fibroelastoma resection—one and done?","year":2022,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac tumors and thrombi","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Papillary fibroelastoma; Resection; Medicine; Position (finance); Surgical resection; Fibroma; Cardiac Tumors; Cardiology; Surgery; Radiology; Internal medicine; Pathology; Business","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":[0.003227473,0.001169729,0.002135,0.001040662,0.00516406,0.004363501,0.002569415,0.09409472,0.009216953],"category_scores_gemma":[0.03021945,0.001122586,0.001539461,0.000966084,0.003011796,0.005059688,0.001809214,0.05662914,0.006635082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005269691,"about_ca_system_score_gemma":0.006118836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006503705,"about_ca_topic_score_gemma":0.01051082,"domain_scores_codex":[0.9963644,0.001077342,0.0005401741,0.0005937968,0.0007891205,0.0006350734],"domain_scores_gemma":[0.9899183,0.005060093,0.0008157523,0.0002564322,0.001725445,0.002224091],"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":[0.00008352135,0.0000330807,0.0008241478,0.00009288805,0.00003166149,0.007191961,0.0001545913,0.00008449813,0.0001717356,0.001792707,0.9855837,0.003955487],"study_design_scores_gemma":[0.0003123119,0.0001463154,0.002463843,0.001061907,0.0001616257,0.01754842,0.001384577,0.001186863,0.000383694,0.01388668,0.9612352,0.0002285799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003853486,0.001197206,0.00006079308,0.9669555,0.02961276,0.00001119599,0.0000523593,0.00001416918,0.001710608],"genre_scores_gemma":[0.005803799,0.001313745,0.000211687,0.8948191,0.09346924,0.00003547639,0.00003623873,0.00002371631,0.004287059],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09409472,"threshold_uncertainty_score":0.03823447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989222893812597,"score_gpt":0.2577207422509542,"score_spread":0.2378285133128282,"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."}}