{"id":"W2123428520","doi":"10.1161/circulationaha.107.702035","title":"Evolving Concepts and Technologies in Mitral Valve Repair","year":2008,"lang":"en","type":"review","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Mitral valve; Cardiology; Mitral valve repair; Internal 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":[0.00173018,0.001493971,0.002741985,0.004222267,0.0004315103,0.001910975,0.001316609,0.001720479,0.004406303],"category_scores_gemma":[0.002254725,0.0004594543,0.0009193246,0.004145328,0.001170505,0.003086941,0.0009755503,0.003201625,0.002437805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102589,"about_ca_system_score_gemma":0.002041295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001416561,"about_ca_topic_score_gemma":0.0031665,"domain_scores_codex":[0.9995188,0.00009097874,0.000102706,0.00007137517,0.0001806959,0.00003538918],"domain_scores_gemma":[0.9985671,0.0009120562,0.0001671791,0.00003189396,0.0002517741,0.00007003525],"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":[0.00008680432,0.00008805524,0.0001902492,0.02384444,0.0001209071,0.0002904337,0.00006203211,0.0004566197,0.001102527,0.004056386,0.02810877,0.9415928],"study_design_scores_gemma":[0.00005616491,0.0001317605,0.0009831205,0.0080705,0.000313025,0.002091485,0.00009856308,0.0001888235,0.0004355959,0.00300084,0.9845939,0.00003618582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003728947,0.9988227,0.0001483433,0.0002433802,0.0002888753,0.000002853944,0.000006483635,0.000004279691,0.0004457381],"genre_scores_gemma":[0.0002817068,0.9983534,0.0002705231,0.0002978998,0.0004530892,0.000004338108,0.00001269429,0.00000109505,0.0003254263],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004406303,"threshold_uncertainty_score":0.01474053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03835322198036122,"score_gpt":0.3883740936485053,"score_spread":0.3500208716681441,"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."}}