{"id":"W2605171139","doi":"10.1093/ejcts/ezx074","title":"Technical performance scores are predictors of midterm mortality and reinterventions following congenital mitral valve repair†","year":2017,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec; Université Laval","funders":"","keywords":"Medicine; Hazard ratio; Confidence interval; Surgery; Proportional hazards model; Mitral valve; 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":[0.0009152213,0.0002736382,0.0002272905,0.001294458,0.0001200712,0.000480492,0.000269915,0.0003017503,0.001349963],"category_scores_gemma":[0.00465877,0.0001124101,0.0004816968,0.0007697652,0.0002946839,0.000321745,0.0004330953,0.0003986704,0.0001670504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001582873,"about_ca_system_score_gemma":0.0002415133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009496169,"about_ca_topic_score_gemma":0.001156347,"domain_scores_codex":[0.999521,0.0001090852,0.00008941891,0.00007188493,0.0001397653,0.00006883279],"domain_scores_gemma":[0.9947865,0.00136155,0.00292218,0.00009270015,0.0003815656,0.0004554323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006456207,0.000009071588,0.996203,0.00002200358,0.00004833516,0.00003596941,0.00001364093,0.00004563133,0.00004341554,0.000006488436,0.00007648554,0.003431365],"study_design_scores_gemma":[0.000002839553,0.00007458135,0.9993328,0.00001471201,0.0000369806,0.0001954664,0.00003006903,0.0001610756,0.00003698335,0.00001323562,0.00009929411,0.000001987914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997173,0.002053111,0.0001498085,0.00007491963,0.0000122177,0.000003905661,0.0001914454,0.000004504146,0.0003370405],"genre_scores_gemma":[0.9991323,0.000443325,0.00009483312,0.000007564329,0.00001937089,0.000003212146,0.000234066,0.00000146591,0.00006378841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001349963,"threshold_uncertainty_score":0.004840195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05074862184771856,"score_gpt":0.3585897942115217,"score_spread":0.3078411723638031,"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."}}