{"id":"W2052191037","doi":"10.1053/j.optechstcvs.2010.08.004","title":"Surgical Management of Congenital Mitral Stenosis","year":2010,"lang":"en","type":"article","venue":"Operative Techniques in Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Stenosis; Mitral valve stenosis; Cardiology; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006248835,0.000186208,0.0007309624,0.0001484483,0.00004065231,0.00001666124,0.00004075955,0.0001129678,0.00005818173],"category_scores_gemma":[0.00001367681,0.0001526386,0.002242675,0.000212077,0.0001715321,0.00008382926,0.00006767392,0.0001901169,0.000002520821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002089707,"about_ca_system_score_gemma":0.00003833254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005060855,"about_ca_topic_score_gemma":0.000001168285,"domain_scores_codex":[0.9987748,0.0001032493,0.000278445,0.000330711,0.0003091703,0.0002035702],"domain_scores_gemma":[0.9992846,0.00005937637,0.00003096703,0.0004101272,0.00009769979,0.0001172925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003204793,0.0003330999,0.7364198,0.0002519282,0.007214923,0.001413837,0.00006805901,6.291236e-7,0.0002017225,0.0005634695,0.00008044636,0.2531316],"study_design_scores_gemma":[0.001220158,0.0001473813,0.9623467,0.0004634818,0.00362746,0.0003503507,0.0006653671,0.000007898272,0.0264028,0.0001128251,0.004165383,0.000490197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834062,0.006192505,0.0001133818,0.00002024107,0.00009868616,0.0005570113,0.00002687801,0.0000574852,0.009527617],"genre_scores_gemma":[0.9952173,0.00266803,0.001734173,0.00001667436,0.00005270294,0.0001562298,0.00003007384,0.00002129903,0.0001035443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2526414,"threshold_uncertainty_score":0.6224421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525127109963191,"score_gpt":0.3438576789220101,"score_spread":0.3286064078223782,"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."}}