{"id":"W2755742087","doi":"10.1161/circinterventions.117.005312","title":"MitraClip and Transcatheter Aortic Valve Replacement in a Patient With Recurrent Heart Failure","year":2017,"lang":"en","type":"article","venue":"Circulation Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton General Hospital","funders":"","keywords":"Medicine; MitraClip; Heart failure; Cardiology; Valve replacement; Internal medicine; Aortic valve; Aortic valve replacement; Surgery; Stenosis","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":[],"consensus_categories":[],"category_scores_codex":[0.0001913612,0.0001623429,0.0003942534,0.0001233896,0.000195965,0.00008704662,0.00004490557,0.00005457216,0.0000503247],"category_scores_gemma":[0.00004354874,0.0001399152,0.006475493,0.00006284835,0.00006735529,0.0001451112,0.00002967494,0.0001101684,0.00001307206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001151964,"about_ca_system_score_gemma":0.00003115703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000941059,"about_ca_topic_score_gemma":0.00003343759,"domain_scores_codex":[0.9987135,0.00007285152,0.0003030841,0.0003880098,0.0003361909,0.0001863793],"domain_scores_gemma":[0.9987994,0.0000108088,0.00008977012,0.000862208,0.00009929844,0.0001384706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001813934,0.0007416903,0.9615414,0.0004035228,0.01161787,0.00002162132,0.000397505,0.0002494451,0.00002653963,0.00006449287,0.00009235509,0.02466221],"study_design_scores_gemma":[0.002890205,0.000271198,0.9914756,0.0008688018,0.002886674,0.0001213727,0.0001641868,0.00009798469,0.00001615926,0.00005296043,0.001009534,0.0001453195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99162,0.005580193,0.001026565,0.0003517357,0.0001277604,0.0009621255,0.00002651352,0.0000278893,0.0002772023],"genre_scores_gemma":[0.9993189,0.00004875957,0.0002415769,0.00003138976,0.00003859596,0.00020694,0.00007379846,0.00002205506,0.00001801257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02993426,"threshold_uncertainty_score":0.6530709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02518040627421517,"score_gpt":0.3239099678041533,"score_spread":0.2987295615299381,"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."}}