{"id":"W4403116747","doi":"10.1016/j.athoracsur.2024.09.031","title":"Complex Bentall Procedures","year":2024,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Bentall procedure; Surgery; Aorta; Aortic root","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":[0.0002344693,0.001161876,0.0007701886,0.001257562,0.002096105,0.002035424,0.0006055163,0.001184767,0.01956582],"category_scores_gemma":[0.001010019,0.0002558576,0.001526697,0.0008019002,0.0009671071,0.0009893855,0.001234118,0.002332886,0.005080193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000731889,"about_ca_system_score_gemma":0.0008517535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001014743,"about_ca_topic_score_gemma":0.003157152,"domain_scores_codex":[0.9993784,0.00002693813,0.00006036413,0.0001229882,0.0001625308,0.00024865],"domain_scores_gemma":[0.9993266,0.00008328943,0.0001662855,0.00006994229,0.00004953142,0.000304394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.001456496,0.0008453433,0.07875945,0.001280068,0.001197393,0.1554546,0.001029411,0.001981058,0.06443196,0.01248755,0.02622502,0.6548516],"study_design_scores_gemma":[0.000101277,0.0009886796,0.07275887,0.000421584,0.0002449965,0.8379633,0.0004117067,0.00133825,0.005417306,0.00408369,0.07616135,0.0001090264],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7495221,0.01870073,0.04559321,0.005695674,0.003579715,0.0002382839,0.001244121,0.001696282,0.1737298],"genre_scores_gemma":[0.9470237,0.003721568,0.01114796,0.00283553,0.001974823,0.00008207788,0.001176532,0.0003895978,0.0316482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01956582,"threshold_uncertainty_score":0.06545419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1438308515879221,"score_gpt":0.4161305333519225,"score_spread":0.2722996817640004,"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."}}