{"id":"W4210247539","doi":"10.1016/j.jcct.2022.01.006","title":"Patient-specific CT-Simulation in TAVR: An emerging guide in the lifetime journey of aortic valve disease","year":2022,"lang":"en","type":"article","venue":"Journal of cardiovascular computed tomography","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Valve replacement; Stenosis; Regurgitation (circulation); Cardiology; Aortic valve; Aortic valve replacement; Internal medicine; Aortic valve stenosis; Heart valve; valvular heart disease; Calcification; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00769228,0.001164914,0.00101658,0.001954562,0.0007287213,0.006614747,0.002934572,0.003524611,0.01378931],"category_scores_gemma":[0.03012014,0.0006630882,0.001229924,0.001130211,0.001905665,0.006176366,0.004299592,0.00929721,0.005241332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00157034,"about_ca_system_score_gemma":0.005882901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004312337,"about_ca_topic_score_gemma":0.008087469,"domain_scores_codex":[0.9971571,0.001674297,0.000330884,0.0002305563,0.0005053844,0.0001016976],"domain_scores_gemma":[0.985294,0.007939667,0.0006289247,0.0009651557,0.002985179,0.002187033],"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":[0.0002699967,0.0005169829,0.0147022,0.001941295,0.0001383723,0.001586889,0.002301991,0.01889595,0.002672968,0.07536638,0.2205336,0.6610734],"study_design_scores_gemma":[0.0001153834,0.0004333664,0.004000667,0.007659873,0.000157761,0.007384346,0.002456737,0.03994387,0.002564613,0.150678,0.7843041,0.0003012724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01180731,0.1143827,0.5860294,0.2100534,0.006155094,0.0003822926,0.001519868,0.006398259,0.06327167],"genre_scores_gemma":[0.1499313,0.1604733,0.6396571,0.02772667,0.00633121,0.0006673711,0.00161884,0.002425573,0.01116852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01378931,"threshold_uncertainty_score":0.04612976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01497962403722692,"score_gpt":0.2968269064490186,"score_spread":0.2818472824117917,"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."}}