{"id":"W3205054502","doi":"10.1016/j.cjca.2021.07.190","title":"RAPID DEPLOYMENT VALVES ARE ADVANTAGEOUS IN THE REDO SETTING: COHORT STUDY","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Mace; Retrospective cohort study; Stroke (engine); Cohort; Proportional hazards model; Cohort study; Internal medicine; Surgery; Cardiology; Population; Myocardial infarction; Percutaneous coronary intervention","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001061156,0.0004477256,0.0007867492,0.0004565509,0.0008920217,0.001857466,0.000760326,0.001078147,0.004256721],"category_scores_gemma":[0.003530784,0.0008189006,0.001240952,0.0009035781,0.0004990125,0.0009654729,0.0007110043,0.002519131,0.0006208902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004857745,"about_ca_system_score_gemma":0.0007972874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007162897,"about_ca_topic_score_gemma":0.01181044,"domain_scores_codex":[0.9989188,0.0001890509,0.00008400938,0.0003741516,0.0001522033,0.0002818989],"domain_scores_gemma":[0.997468,0.0003654875,0.0008537862,0.0005363329,0.000214763,0.0005617414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00153428,0.0002808993,0.993736,0.00003738341,0.0007683203,0.0002768059,0.0002764601,0.00005627607,0.0005454131,0.0001607463,0.0007470176,0.001580382],"study_design_scores_gemma":[0.0001963746,0.0005961991,0.9962315,0.00003211214,0.0004206677,0.0006483111,0.0007800323,0.0002791901,0.00006609884,0.0001707312,0.000544375,0.00003448456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979612,0.0003471521,0.0001220757,0.00008824108,0.0000320449,0.00002084394,0.0006759542,0.00000403139,0.0007485168],"genre_scores_gemma":[0.9986848,0.0001948403,0.00009593453,0.00009038157,0.00005804015,0.00001715817,0.0004719648,0.000009793753,0.0003770731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007162897,"threshold_uncertainty_score":0.01424241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432470392464929,"score_gpt":0.3062846867327036,"score_spread":0.2919599828080543,"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."}}