{"id":"W4407735509","doi":"10.1016/j.jaccas.2024.102932","title":"Amidst the Shine of TTVR, The Risk of a Power Outage Looms","year":2025,"lang":"en","type":"editorial","venue":"JACC Case Reports","topic":"Mechanical Failure Analysis and Simulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Power (physics); Business; Physics","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":[0.001241109,0.0002297203,0.0005920831,0.00008549692,0.00006367639,0.00002982013,0.0001302572,0.0004223336,0.0001640968],"category_scores_gemma":[0.00157134,0.0001241996,0.0004526096,0.0003062228,0.00003729088,0.00003687123,0.00008211485,0.0006319152,0.000001743934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004887137,"about_ca_system_score_gemma":0.00007228566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00084785,"about_ca_topic_score_gemma":0.0004063556,"domain_scores_codex":[0.9978788,0.00008774927,0.001030652,0.000242709,0.0006075196,0.0001525574],"domain_scores_gemma":[0.9968997,0.001084921,0.0005925822,0.001145425,0.0002400744,0.0000373017],"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":[0.00001294148,0.00003680794,0.00007937861,0.000225722,0.0008274101,0.003185376,0.0001683202,0.02010084,0.0000870979,0.00009557916,0.9740322,0.001148376],"study_design_scores_gemma":[0.0001488238,0.00003735967,0.00004393745,0.0001549533,0.001230829,0.0002195248,0.00009115681,0.01303032,0.0002953078,0.0004633801,0.9840572,0.0002271901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.03881992,0.003261403,0.006953556,0.0001373461,0.9422712,0.001040069,0.0005030186,0.000211215,0.006802282],"genre_scores_gemma":[0.9086326,0.0002847315,0.00005353462,0.000007124848,0.08957697,0.00002022857,0.0001272539,0.00003991793,0.001257687],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.8698126,"threshold_uncertainty_score":0.5064712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00354697138299457,"score_gpt":0.2246723312969048,"score_spread":0.2211253599139102,"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."}}