{"id":"W3087266700","doi":"10.1177/1556984520949955","title":"Contemporary Reoperative Mitral Valve Surgery: Technical Considerations and Clinical Outcomes","year":2020,"lang":"en","type":"review","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Perioperative; Mitral valve; Surgery; Invasive surgery; Mitral valve repair; Catheter; Cardiac surgery; Intensive care 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":[0.0006441784,0.0004306002,0.0008756025,0.001715117,0.0001636882,0.0008616848,0.0004291994,0.0005569485,0.002072021],"category_scores_gemma":[0.001511188,0.0001256895,0.0005924759,0.001381632,0.0002580364,0.0007986611,0.0003727011,0.0007573185,0.0005161296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003045039,"about_ca_system_score_gemma":0.0008410164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006271262,"about_ca_topic_score_gemma":0.001365088,"domain_scores_codex":[0.9997062,0.0000512437,0.0000797823,0.00004277592,0.00009807655,0.00002195686],"domain_scores_gemma":[0.9994341,0.0003283468,0.0001036556,0.000009682563,0.0001016279,0.00002258978],"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":[0.00008069816,0.00004266558,0.0011221,0.02839478,0.0002471576,0.0002156561,0.00009252813,0.0002795272,0.0009075241,0.001514561,0.01162816,0.9554747],"study_design_scores_gemma":[0.00004703556,0.0004696324,0.01584612,0.04127938,0.001761762,0.008656884,0.0003814583,0.0003989582,0.001003592,0.004623369,0.9254556,0.00007626307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002671814,0.9989821,0.00006759953,0.0001740948,0.00007127422,0.000002007934,0.0000207533,0.000002661988,0.0004122342],"genre_scores_gemma":[0.001524388,0.9979548,0.000136768,0.0001157319,0.0001198461,0.00000296803,0.00003499043,9.094446e-7,0.0001095418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002072021,"threshold_uncertainty_score":0.006931543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.082863650656572,"score_gpt":0.4392108456318988,"score_spread":0.3563471949753269,"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."}}