{"id":"W2118587875","doi":"10.1016/j.jtcvs.2006.12.048","title":"Comparison of recovery after mitral valve repair and replacement","year":2007,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"American Heart Association","keywords":"Medicine; Mitral regurgitation; Mitral valve repair; Propensity score matching; Mitral valve; Mitral valve replacement; Cardiology; Surgery; Valve replacement; 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":[0.001226087,0.0003338773,0.00134029,0.001074468,0.0006093642,0.0008141223,0.0006696507,0.00105616,0.004990076],"category_scores_gemma":[0.008574534,0.000141214,0.001437898,0.0007624418,0.0006904398,0.001175786,0.0009959845,0.001354936,0.001305275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006568619,"about_ca_system_score_gemma":0.000742653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002967695,"about_ca_topic_score_gemma":0.003550445,"domain_scores_codex":[0.9988368,0.0002855008,0.0001187284,0.0001414009,0.0001604481,0.0004571309],"domain_scores_gemma":[0.9947501,0.001762977,0.001051517,0.0003343615,0.000818543,0.001282477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2066388,0.006278988,0.6562332,0.001091223,0.001613933,0.001876156,0.003514109,0.001181194,0.008723916,0.0008767507,0.002180108,0.1097917],"study_design_scores_gemma":[0.0002549492,0.01020986,0.9858761,0.00005322684,0.0001920756,0.0002733652,0.001201982,0.0001917185,0.0007824493,0.0001883981,0.0007387635,0.00003714018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968777,0.000819993,0.00005954092,0.00011409,0.00004804314,0.00003010408,0.0005328276,0.000009167542,0.001508522],"genre_scores_gemma":[0.9978119,0.0002990055,0.0000361143,0.00004123654,0.00003631533,0.00001816965,0.0007741632,0.000004574381,0.0009785332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004990076,"threshold_uncertainty_score":0.01669347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02029431663086202,"score_gpt":0.360174115923507,"score_spread":0.339879799292645,"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."}}