{"id":"W3134272620","doi":"10.1053/j.semtcvs.2021.02.019","title":"Commentary: Radiotherapy Heart Disease","year":2021,"lang":"en","type":"letter","venue":"Seminars in 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; University of Toronto","funders":"","keywords":"Medicine; Radiation therapy; Propensity score matching; Malignancy; Surgery; Cardiac surgery; Proportional hazards model; Percutaneous; Cohort; Radiology; Cardiology; Internal medicine","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":[0.007304015,0.001984732,0.00385918,0.001545246,0.01187412,0.009603436,0.004946589,0.1672928,0.02805147],"category_scores_gemma":[0.0463619,0.001961901,0.003437091,0.001420229,0.005005349,0.005421317,0.00513964,0.1081669,0.02102797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01031307,"about_ca_system_score_gemma":0.01457912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01298295,"about_ca_topic_score_gemma":0.02320958,"domain_scores_codex":[0.9923999,0.001670621,0.0007742454,0.001114493,0.002423419,0.001617233],"domain_scores_gemma":[0.9795324,0.009995895,0.001323438,0.0006746343,0.002915213,0.005558297],"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":[0.00002098393,0.000007996237,0.00007691971,0.00003668855,0.00001095798,0.0003921517,0.00005907377,0.00002381837,0.00003928846,0.0007133136,0.9971673,0.001451496],"study_design_scores_gemma":[0.0001483527,0.00004765701,0.0006116882,0.0005775871,0.00007175968,0.0008102111,0.0003265355,0.0001870185,0.0001243706,0.004365219,0.9926609,0.00006877141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001044383,0.001277624,0.0000323208,0.9283087,0.06753556,0.00001436638,0.00005113062,0.00002107879,0.002654817],"genre_scores_gemma":[0.0008949969,0.0005794964,0.0000440311,0.929807,0.06050863,0.00003234029,0.00002531244,0.00002488438,0.008083249],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1672928,"threshold_uncertainty_score":0.09384149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690476971425684,"score_gpt":0.3063002277791233,"score_spread":0.2893954580648664,"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."}}