{"id":"W4391676299","doi":"10.25270/jic/23.00242","title":"Sensor-Guided Transcatheter Aortic Valve Replacement","year":2024,"lang":"en","type":"article","venue":"˜The œJournal of invasive cardiology/˜The œjournal of invasive cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Montreal Heart Institute","funders":"","keywords":"Medicine; Valve replacement; Stenosis; Cardiology; Aortic valve replacement; Aortic valve; Internal medicine; Aortic valve stenosis; Surgery; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00486306,0.0009032142,0.003309244,0.00078168,0.0003482692,0.00007668321,0.0009846195,0.0005400823,0.000120793],"category_scores_gemma":[0.001282761,0.0004960572,0.01236984,0.0006343211,0.001201329,0.0002706035,0.0002049154,0.00205086,0.000106991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007698922,"about_ca_system_score_gemma":0.002089116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000283066,"about_ca_topic_score_gemma":0.000007543432,"domain_scores_codex":[0.991437,0.00289813,0.002836653,0.0005417783,0.001203052,0.001083413],"domain_scores_gemma":[0.9883996,0.004675617,0.0016924,0.001191691,0.003371051,0.0006696745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.01635512,0.0005519876,0.4337405,0.001294376,0.2294431,0.01585785,0.006934085,0.01174189,0.04877647,0.000452975,0.2287297,0.006121877],"study_design_scores_gemma":[0.02215677,0.02140382,0.3319704,0.004365969,0.1087181,0.4410496,0.020399,0.00007453431,0.006195958,0.005958009,0.03545401,0.002253851],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435457,0.04017796,0.003433419,0.003500185,0.006103068,0.001202756,0.0001558385,0.00004430619,0.001836766],"genre_scores_gemma":[0.979515,0.01304538,0.0001592139,0.002531206,0.00431626,0.00002570836,0.0000305573,0.0001333497,0.0002433677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4251917,"threshold_uncertainty_score":0.9997491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02681587569581673,"score_gpt":0.3160005694230351,"score_spread":0.2891846937272184,"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."}}