{"id":"W2332369974","doi":"10.4414/smw.2012.13735","title":"Challenges in transcatheter aortic valve implantation","year":2012,"lang":"en","type":"review","venue":"Swiss Medical Weekly","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Edwards Lifesciences","keywords":"Medicine; Regurgitation (circulation); Aortic valve; Cardiology; Surgery; Internal medicine; Intensive care 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003287623,0.0004171662,0.001829609,0.0002240629,0.00002316128,0.000008691772,0.0001262841,0.0005517278,0.0006003421],"category_scores_gemma":[0.00008621795,0.0002910794,0.004429712,0.0001709331,0.00005811852,0.00004735073,0.00003054882,0.0005017708,0.0005512638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001661266,"about_ca_system_score_gemma":0.0004004323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003158825,"about_ca_topic_score_gemma":0.00001298133,"domain_scores_codex":[0.9974781,0.0001625331,0.0006338389,0.0004546404,0.0007738541,0.0004970594],"domain_scores_gemma":[0.9985355,0.0001801479,0.0001292164,0.0004019964,0.00002730872,0.0007258663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001660667,0.0004810843,0.0003972447,0.0129605,0.001337955,0.0000469247,0.00009598166,3.466073e-9,1.403144e-8,0.00006908724,0.00006956572,0.984525],"study_design_scores_gemma":[0.002077819,0.0002379698,0.02390648,0.02715015,0.022164,0.0004552475,0.00006878026,0.000001155594,1.300791e-7,0.0001445359,0.9232734,0.0005203098],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007941293,0.994307,0.000003761799,0.0004231858,0.0005030211,0.0008640413,0.00004793593,0.00005084719,0.003720726],"genre_scores_gemma":[0.007517025,0.9907534,0.00001242649,0.00009123013,0.000612653,0.0002570687,0.0005622318,0.00007230227,0.0001216647],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9840047,"threshold_uncertainty_score":0.9999542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09859798512084415,"score_gpt":0.4238223755147363,"score_spread":0.3252243903938921,"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."}}