{"id":"W3083298480","doi":"10.1016/j.jtcvs.2020.07.121","title":"A progress report on reimplantation of the aortic valve","year":2020,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Aortic valve; Medicine; Replantation; Cardiology; Internal medicine; Surgery","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":[0.0005998173,0.00008782167,0.0005028709,0.00004775139,0.00003252943,0.000009218695,0.00003658113,0.00003174202,0.000005653465],"category_scores_gemma":[0.0002114195,0.00004919883,0.001473201,0.0001495682,0.00006442353,0.0000572457,0.00001711052,0.0001116237,9.974603e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001055789,"about_ca_system_score_gemma":0.0001350962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002202326,"about_ca_topic_score_gemma":3.657749e-8,"domain_scores_codex":[0.9987798,0.00009418772,0.0003981279,0.0001092212,0.0005312507,0.00008745393],"domain_scores_gemma":[0.9991914,0.00006431686,0.0002967429,0.0002104547,0.0001101474,0.0001269638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00122078,0.0002773866,0.7304211,0.0006913115,0.00990642,0.002698169,0.0004716526,0.00005287526,0.00005160948,0.00002030512,0.001159976,0.2530284],"study_design_scores_gemma":[0.0007579536,0.0003193738,0.9688113,0.0009676224,0.01100028,0.007468201,0.0005508002,0.00007952478,0.007862186,0.0001377684,0.001867657,0.0001773799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893153,0.009191048,0.000168504,0.0008061805,0.0001061755,0.0001429596,0.000001639407,0.00000619527,0.0002620195],"genre_scores_gemma":[0.9992013,0.0003494785,0.0001089266,0.0001303215,0.0001772553,0.000003040768,0.000002780844,0.000009600009,0.00001731756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.252851,"threshold_uncertainty_score":0.200627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03938777057996724,"score_gpt":0.293774976710124,"score_spread":0.2543872061301568,"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."}}