{"id":"W4387709924","doi":"10.1016/j.jacc.2023.09.404","title":"TCT-396 Calcification Patterns in TAVR Explants: Informing Durability and Implications for Reintervention","year":2023,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital; St. Paul's Hospital","funders":"","keywords":"Medicine; Calcification; Durability; Internal medicine; Cardiology; Composite material","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":[0.0008899838,0.0003108872,0.0004403948,0.001965404,0.0004134308,0.002114529,0.0003255112,0.0008004939,0.002907591],"category_scores_gemma":[0.002305791,0.0003148183,0.0002962903,0.001521619,0.0003566817,0.0004331081,0.0002765602,0.0005319805,0.001070471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003386819,"about_ca_system_score_gemma":0.0003926917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002076748,"about_ca_topic_score_gemma":0.003033709,"domain_scores_codex":[0.999345,0.0001233315,0.00008315627,0.00009594597,0.0002626996,0.00008992032],"domain_scores_gemma":[0.998694,0.0003101056,0.0003718185,0.000097676,0.0003796917,0.0001467344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00247047,0.0002574616,0.7743098,0.0003025032,0.0001553946,0.004166802,0.0008449281,0.0002716372,0.1723668,0.0003328681,0.0008026813,0.04371863],"study_design_scores_gemma":[0.00009448571,0.001249138,0.8780304,0.0004029582,0.0005604555,0.02109375,0.003665982,0.004855589,0.08021826,0.001107916,0.008644494,0.00007658864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913085,0.003087702,0.0008406031,0.0002601361,0.00005007701,0.00001938454,0.0003768536,0.00003178435,0.004024956],"genre_scores_gemma":[0.9953969,0.001238018,0.001591839,0.00009066604,0.00004838507,0.0000157577,0.00035292,0.00002024915,0.001245188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002907591,"threshold_uncertainty_score":0.009726882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02829123800826058,"score_gpt":0.3699386771129913,"score_spread":0.3416474391047308,"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."}}