{"id":"W2023617433","doi":"10.1161/circulationaha.110.948877","title":"Transcatheter Aortic Valve Implantation","year":2010,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":257,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Cardiology; Aortic valve; Internal medicine","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":[0.00002741089,0.00005288234,0.00007415025,0.00003707544,0.00003278924,0.000009750332,0.00001040787,0.00003990896,0.0001432651],"category_scores_gemma":[0.00001020103,0.00004698324,0.0005781557,0.00005043275,0.00001033054,0.00005283575,0.000001618134,0.00005138838,0.000101887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001568794,"about_ca_system_score_gemma":0.00001915129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001293439,"about_ca_topic_score_gemma":0.000001326452,"domain_scores_codex":[0.9996299,0.000005853697,0.00008173656,0.0001042925,0.00010141,0.00007686041],"domain_scores_gemma":[0.9997419,0.000009855388,0.00002207549,0.0001252606,0.00003680813,0.00006417035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002360952,0.00007458621,0.9618006,0.00001681459,0.0001811026,7.509408e-7,0.0001108344,0.000005420257,0.02009317,0.0002337235,0.00001513916,0.01744419],"study_design_scores_gemma":[0.0006703495,0.00001287965,0.9977223,0.000006559337,0.0005326877,0.00001827447,0.000009540831,0.0002043831,0.0003416726,0.0003605122,0.00007543783,0.00004538134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973119,0.00003485837,0.0003789116,0.00006146515,0.000226997,0.0001961559,0.000007195578,0.0000415543,0.001740955],"genre_scores_gemma":[0.9994841,0.000003101901,0.00007799481,0.00008809561,0.0001164021,0.00001459188,0.0001879259,0.000009547925,0.00001821346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03592166,"threshold_uncertainty_score":0.1915921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328859470132604,"score_gpt":0.3203650567065389,"score_spread":0.3070764620052128,"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."}}