{"id":"W2082527636","doi":"10.1016/j.athoracsur.2006.09.035","title":"Mitral Valve Repair","year":2007,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Mitral valve; Mitral valve repair; Cardiology; 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":[0.0003774873,0.0003691995,0.0006398747,0.0007298695,0.001019947,0.0007368476,0.0003864941,0.0007176457,0.01410297],"category_scores_gemma":[0.0008231449,0.0001188655,0.0007731959,0.000286926,0.0003666404,0.0004529551,0.0004961634,0.001217286,0.004619408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003341024,"about_ca_system_score_gemma":0.0005149316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001849049,"about_ca_topic_score_gemma":0.0005601865,"domain_scores_codex":[0.9997875,0.00001414995,0.00002964806,0.00004959635,0.00005257627,0.00006647886],"domain_scores_gemma":[0.99965,0.00005179027,0.00004544419,0.00005928674,0.000028657,0.0001649432],"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":[0.001100437,0.001004186,0.06842305,0.0007026024,0.0004555483,0.1023135,0.0005500015,0.000282071,0.05242601,0.009378957,0.03424916,0.7291144],"study_design_scores_gemma":[0.0003443792,0.002473496,0.1244693,0.0004580089,0.0002892703,0.6177984,0.000341833,0.0009568096,0.01529931,0.005568105,0.2319073,0.00009377588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5905399,0.03911328,0.02850274,0.01610391,0.008534243,0.0003379096,0.0009899522,0.001675473,0.3142025],"genre_scores_gemma":[0.9069946,0.006436834,0.007137453,0.005881939,0.004430708,0.00005986954,0.00108406,0.0001238598,0.06785069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01410297,"threshold_uncertainty_score":0.0471791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029699372840285,"score_gpt":0.4529306798385003,"score_spread":0.3499607425544718,"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."}}