{"id":"W4389312116","doi":"10.1016/j.cjco.2023.11.022","title":"Valve-Sparing Root Replacement: Reimplantation Technique","year":2023,"lang":"en","type":"article","venue":"CJC Open","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Replantation; Medicine; Root (linguistics); Surgery; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0001684801,0.00008402216,0.0001994864,0.00007214101,0.00007838002,0.00005440151,0.00008782485,0.00002880924,0.0001583131],"category_scores_gemma":[0.00003747479,0.00007448499,0.000243762,0.0002294222,0.000009675799,0.00009537406,0.0001648676,0.00005257812,0.0005688691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006207947,"about_ca_system_score_gemma":0.00005004937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001830356,"about_ca_topic_score_gemma":0.000005459284,"domain_scores_codex":[0.999336,0.0000184845,0.0001264203,0.00021808,0.0001385317,0.0001624827],"domain_scores_gemma":[0.9995059,0.00002197267,0.00003879349,0.0003020271,0.00003374598,0.00009758824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008706382,0.0001936874,0.9412515,0.0001476383,0.001198134,0.0002206402,0.0001965181,0.00001888381,0.00227361,0.001086869,0.04126156,0.01128035],"study_design_scores_gemma":[0.002271605,0.000161355,0.9826338,0.0001768236,0.0004592355,0.00004517303,0.0001050094,0.00003735372,0.003522726,0.000540388,0.009914744,0.0001317388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8975337,0.0001258008,0.0001595613,0.0003506603,0.0002260124,0.002370619,0.00004602373,0.0002752901,0.09891234],"genre_scores_gemma":[0.9945711,0.00004906045,0.0002169385,0.0001356876,0.00006555021,0.0003750595,0.0004482547,0.00002133211,0.004117033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09703739,"threshold_uncertainty_score":0.7311852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03343068218248594,"score_gpt":0.3951839198436672,"score_spread":0.3617532376611813,"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."}}