{"id":"W2028419067","doi":"10.1016/j.athoracsur.2011.12.025","title":"Postcardiac Transplant Transcatheter Core Valve Implantation for Aortic Insufficiency Secondary to Impella Device Placement","year":2012,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Impella; Asymptomatic; Cardiology; Heart transplantation; Surgery; Prosthesis; Aortic valve; Internal medicine; Ventricular assist device; Heart failure; Transplantation","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":[0.002567489,0.0002180453,0.0005669238,0.0002037491,0.0001104871,0.00001236304,0.0001164741,0.00008406591,0.00009336371],"category_scores_gemma":[0.0000833122,0.0001468209,0.0008709311,0.0002581554,0.00005053406,0.0001359322,0.000008138975,0.0001322083,0.00002165633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001417957,"about_ca_system_score_gemma":0.000114247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002924802,"about_ca_topic_score_gemma":0.000004907307,"domain_scores_codex":[0.9981768,0.000165622,0.0005971752,0.0002076254,0.0003393239,0.0005134951],"domain_scores_gemma":[0.9973252,0.001807008,0.0001621759,0.0003250822,0.0001579719,0.0002225028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02034687,0.002531289,0.2956643,0.007654102,0.003208121,0.00002239586,0.05402459,0.0001896857,0.09152394,0.0007557874,0.006355584,0.5177233],"study_design_scores_gemma":[0.0007973764,0.0009100121,0.6466256,0.001125676,0.002430363,0.0003454207,0.002164066,0.00008606995,0.3366987,0.0003246181,0.007709177,0.0007828564],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844118,0.001758621,0.009499564,0.002164406,0.0005590168,0.0009005948,0.0003263059,0.00004261281,0.0003370352],"genre_scores_gemma":[0.994262,0.0004915224,0.002014863,0.002663078,0.0002167074,0.00008000333,0.0001565491,0.00003404514,0.0000812638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5169405,"threshold_uncertainty_score":0.5987182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1632606332805146,"score_gpt":0.4355520257710586,"score_spread":0.272291392490544,"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."}}