{"id":"W4220912153","doi":"10.1016/s0735-1097(22)02701-2","title":"RESECTION MITRAL VALVE REPAIR WITH SMALL ANNULOPLASTY IS AT HIGHER RISK OF FUNCTIONAL MITRAL STENOSIS","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Oropharyngeal Anatomy and Pathologies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Stenosis; Cardiology; Internal medicine; Resection; Mitral valve repair; Mitral valve; Mitral valve stenosis; 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":[0.0005323209,0.0001335582,0.0008444626,0.000166937,0.0001686772,0.000001005874,0.0001665679,0.00004395974,0.0001143186],"category_scores_gemma":[0.00008728278,0.00008075378,0.001903144,0.0004613592,0.0006043177,0.00003670172,0.0001488425,0.0005071023,6.62434e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001682034,"about_ca_system_score_gemma":0.0002203348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004123084,"about_ca_topic_score_gemma":0.00001059867,"domain_scores_codex":[0.9981327,0.0006360722,0.0004707922,0.0001590759,0.0004099988,0.0001913427],"domain_scores_gemma":[0.9979427,0.0002383078,0.001186113,0.0002673513,0.0002962727,0.00006926034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01538984,0.0001119935,0.9405481,0.00004416726,0.004165595,0.0003135267,0.00009555648,0.002559026,0.001542028,0.0000400266,0.03499809,0.0001920237],"study_design_scores_gemma":[0.001751815,0.009152238,0.9622884,0.00002931382,0.001478881,0.004423694,0.0009382412,0.00001215598,0.0009446257,0.00008693808,0.01880173,0.00009194586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957914,0.0007554941,0.00003420007,0.001454203,0.0006554112,0.0001428442,0.0004423222,0.00001070961,0.0007134314],"genre_scores_gemma":[0.9971943,0.0001745467,0.0008626629,0.000328079,0.0003109186,0.000006666161,0.000002663256,0.00001368688,0.00110648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02174029,"threshold_uncertainty_score":0.3293044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01967871357789057,"score_gpt":0.2367162354854599,"score_spread":0.2170375219075694,"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."}}