{"id":"W2793265373","doi":"10.1007/978-3-319-59620-4_26","title":"Complications Post-TAVI","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Valve replacement; Stenosis; Aortic valve stenosis; Surgery; Cardiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003306955,0.0003686378,0.0003616404,0.0005544099,0.0004700878,0.001151784,0.0004056983,0.0007341372,0.01965814],"category_scores_gemma":[0.001271189,0.0001045677,0.0005098073,0.0003471776,0.000359809,0.0006376903,0.000856948,0.002345374,0.004158439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006761675,"about_ca_system_score_gemma":0.0009735053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009005222,"about_ca_topic_score_gemma":0.002544627,"domain_scores_codex":[0.9998205,0.0000341339,0.0000166032,0.00001695811,0.00008017892,0.00003159056],"domain_scores_gemma":[0.9997969,0.00009014958,0.00002501046,0.00001217877,0.00003555205,0.00004025108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007053959,0.0001481895,0.001396769,0.0006095219,0.00004309749,0.004352462,0.0005012169,0.0004947279,0.0005585078,0.04367074,0.2674408,0.6807135],"study_design_scores_gemma":[0.00001527249,0.0001067365,0.005413871,0.001953479,0.00004017331,0.02110454,0.0003332979,0.0002320026,0.0004216835,0.0318429,0.9385052,0.00003080174],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01204038,0.1587535,0.01253963,0.03185573,0.01586994,0.00009171326,0.0006149219,0.0002708856,0.7679633],"genre_scores_gemma":[0.06994226,0.2123219,0.008262935,0.02079832,0.01853077,0.0001662588,0.0014002,0.0002858649,0.6682914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01965814,"threshold_uncertainty_score":0.06576306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03172377871783787,"score_gpt":0.3597805979118466,"score_spread":0.3280568191940087,"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."}}