{"id":"W2036453639","doi":"10.1016/j.cjca.2011.07.265","title":"101 Management of severe ischemic cardiomyopathy: Conventional bypass with mitral valve surgery vs left ventricular assist device as destination therapy","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Structural Anomalies and Repair","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Ventricular assist device; Ischemic cardiomyopathy; Ejection fraction; Cardiology; Internal medicine; Heart failure; Destination therapy; Inotrope; Mitral regurgitation; Cardiomyopathy; Mitral valve repair; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003252916,0.000455077,0.0007293063,0.0006661149,0.0008370333,0.001092831,0.000547208,0.001162842,0.00243152],"category_scores_gemma":[0.0008508218,0.0001602031,0.0005125756,0.0004123283,0.000411517,0.0003469558,0.0004646531,0.00109542,0.000464254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004852953,"about_ca_system_score_gemma":0.000507064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003602576,"about_ca_topic_score_gemma":0.001147668,"domain_scores_codex":[0.9998271,0.00003718538,0.00002834367,0.00002079073,0.00003218307,0.00005447433],"domain_scores_gemma":[0.9997163,0.0000643334,0.00004221667,0.00001005309,0.00001812137,0.0001489743],"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":[0.01206902,0.002254463,0.2483706,0.001473166,0.0008047561,0.2400545,0.0006971292,0.006061886,0.02297105,0.006888517,0.0278451,0.4305098],"study_design_scores_gemma":[0.003351002,0.01167373,0.4676314,0.001488379,0.0006672968,0.4584169,0.00213782,0.008165628,0.005968816,0.01063777,0.02969455,0.0001667094],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9198504,0.02793568,0.00335207,0.01389729,0.00144137,0.0001198549,0.0002825623,0.00007784602,0.03304294],"genre_scores_gemma":[0.9898281,0.004027152,0.001002943,0.001924127,0.001941125,0.0000356216,0.0002336431,0.00001605328,0.0009912207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00243152,"threshold_uncertainty_score":0.008134246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904957695074584,"score_gpt":0.223369743344786,"score_spread":0.2043201663940402,"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."}}