{"id":"W4200607318","doi":"10.31083/j.rcm2204140","title":"Surgical ventricular restoration for patients with heart failure","year":2021,"lang":"en","type":"review","venue":"Reviews in Cardiovascular Medicine","topic":"Cardiac Structural Anomalies and Repair","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Heart failure; Ischemic cardiomyopathy; Heart transplantation; Cardiomyopathy; Cardiology; Transplantation; Ventricle; Population; Internal medicine; Intensive care medicine; Gold standard (test); Percutaneous; Surgery; Ejection fraction","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":[0.0003768441,0.0005309896,0.0007651818,0.001384811,0.0002319368,0.0007273531,0.0005585936,0.000746773,0.004194841],"category_scores_gemma":[0.001018177,0.0001073085,0.0006963435,0.000618921,0.0004138397,0.0006795012,0.0004729106,0.001361978,0.001361044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002020735,"about_ca_system_score_gemma":0.0005472127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003557941,"about_ca_topic_score_gemma":0.0009697127,"domain_scores_codex":[0.9998434,0.00002887479,0.00003281554,0.00002754432,0.00005312908,0.00001423056],"domain_scores_gemma":[0.9997136,0.0001756085,0.00005360514,0.00000780324,0.00003060093,0.00001865952],"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":[0.00007090446,0.00005167676,0.0003461062,0.01428495,0.0001129463,0.0003142742,0.00005116105,0.0001298058,0.0006616051,0.001298123,0.02182844,0.9608501],"study_design_scores_gemma":[0.00008288752,0.0002622617,0.004527465,0.02944506,0.0004979867,0.01422029,0.0001577491,0.0001771254,0.0008009129,0.003907965,0.945879,0.00004139717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001756006,0.99855,0.00008725136,0.000274019,0.0001796019,0.00000384237,0.000009785746,0.000006001758,0.0007139439],"genre_scores_gemma":[0.001512697,0.9972377,0.0001703917,0.0002775575,0.000411529,0.000006128864,0.00003063891,0.000001987722,0.0003513218],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004194841,"threshold_uncertainty_score":0.0140332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02816312977414619,"score_gpt":0.3152587031686165,"score_spread":0.2870955733944703,"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."}}