{"id":"W4223629985","doi":"10.1016/j.xjtc.2022.02.043","title":"Reply: Reimplantation should be the gold standard to treat the regurgitant bicuspid aortic valve","year":2022,"lang":"en","type":"article","venue":"JTCVS Techniques","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Bicuspid aortic valve; Medicine; Conflict of interest; Gold standard (test); Aortic root; Aortic valve; Cardiology; Surgery; Internal medicine; Law; Aorta; Political science","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":[0.000506036,0.0001938562,0.0002485452,0.0000930513,0.0003568236,0.00005384715,0.0002137316,0.00003177949,0.0001834206],"category_scores_gemma":[0.00009442816,0.0001000978,0.0002077574,0.0003813285,0.00008802806,0.00007533121,0.0001569198,0.0002405044,0.000009501048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002445549,"about_ca_system_score_gemma":0.0001131524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001990178,"about_ca_topic_score_gemma":0.000009029644,"domain_scores_codex":[0.9983953,0.0001132767,0.0002945888,0.0003304106,0.0005983639,0.0002681028],"domain_scores_gemma":[0.9988136,0.0001216667,0.0001056179,0.000781953,0.00006976816,0.0001074145],"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":[0.003331671,0.001025218,0.01875201,0.000148909,0.0007655087,0.0003686311,0.005303323,0.0000119409,0.006270572,0.01508952,0.7904797,0.1584531],"study_design_scores_gemma":[0.002012427,0.005628833,0.02505997,0.0001988585,0.003556097,0.0006898711,0.007747057,0.0001430519,0.1380763,0.01122461,0.8048242,0.0008386385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7643689,0.001059355,0.001096239,0.1467831,0.0001893909,0.006847189,0.0003577056,0.001992903,0.07730521],"genre_scores_gemma":[0.9825981,0.00008909748,0.0009949085,0.0102808,0.0001300102,0.001681789,0.0001052542,0.00004150926,0.004078518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2182292,"threshold_uncertainty_score":0.4081868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04845148750321904,"score_gpt":0.3243578155731864,"score_spread":0.2759063280699673,"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."}}