{"id":"W4406802949","doi":"10.4103/aca.aca_139_24","title":"Assessment of Right Ventricle Function in Patients with Mitral Repair: Case Series","year":2025,"lang":"en","type":"article","venue":"Annals of Cardiac Anaesthesia","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; University Health Network; Toronto General Hospital; Sunnybrook Health Science Centre; Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Ventricle; Cardiology; Internal medicine; Mitral valve repair; Ventricular function; Mitral valve; Ventricular assist device; Tricuspid valve; Heart failure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001680275,0.00009827873,0.0003764514,0.0002182474,0.00003058536,0.000002986338,0.00002911973,0.00004710583,0.00001597368],"category_scores_gemma":[0.00002272728,0.00007083867,0.0002205843,0.0003754208,0.00006881737,0.0001030206,0.00001648371,0.00007930853,0.00000125287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000218543,"about_ca_system_score_gemma":0.0001475341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001414067,"about_ca_topic_score_gemma":0.000008655858,"domain_scores_codex":[0.9990557,0.00008026103,0.0002247869,0.0001635556,0.0002918417,0.0001838321],"domain_scores_gemma":[0.9992851,0.00002121306,0.00006236695,0.0002600501,0.0002927407,0.0000785564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009688812,0.0007499065,0.9893376,0.00008098703,0.0004265787,0.001701746,0.000007371922,0.000004229525,0.0000155194,0.0003811104,0.0009141596,0.005411912],"study_design_scores_gemma":[0.001085266,0.001910226,0.9940625,0.0001368343,0.00013376,0.00003053101,0.00004907633,0.00002313291,0.0005539948,0.00007412384,0.001888711,0.00005185119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960855,0.0008656092,0.000003840822,0.0004548715,0.00002980957,0.0003570826,0.00001406566,0.00001659055,0.002172641],"genre_scores_gemma":[0.9990773,0.0001902221,0.0003211387,0.0001399363,0.000006791721,0.00001660673,0.0000304144,0.000007060964,0.0002104845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005360061,"threshold_uncertainty_score":0.2888717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580182077361209,"score_gpt":0.3053637706025281,"score_spread":0.289561949828916,"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."}}