{"id":"W2024234202","doi":"10.1097/aco.0b013e32835b8be2","title":"Perioperative right ventricular dysfunction","year":2012,"lang":"en","type":"review","venue":"Current Opinion in Anaesthesiology","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Montreal Heart Institute; Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Medicine; Cardiology; Hemodynamics; Modalities; Ventricular function; Internal medicine; Perioperative; Heart failure; Right ventricular failure; Intensive care medicine; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002275053,0.0004420321,0.00174173,0.000604974,0.00008061439,0.00001010143,0.0001415895,0.0004098217,0.0004316902],"category_scores_gemma":[0.00007633867,0.0002844082,0.0004276753,0.0004539179,0.0001193383,0.00007139278,0.00008190014,0.0007589501,0.001009709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003121394,"about_ca_system_score_gemma":0.0004005682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001074574,"about_ca_topic_score_gemma":5.697573e-7,"domain_scores_codex":[0.9975402,0.000523714,0.0005699626,0.000541024,0.0002428726,0.0005822232],"domain_scores_gemma":[0.998916,0.0000937196,0.0001724241,0.0004233564,0.00008169407,0.0003128217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003491572,0.000789217,0.001148417,0.006125606,0.00009763979,0.0003952566,0.000007368374,7.853729e-8,7.589059e-8,0.0002297885,0.0008526087,0.990319],"study_design_scores_gemma":[0.0007240779,0.0006822516,0.0009892681,0.007744215,0.0002351724,0.0008483306,0.000005825783,0.000006962025,2.19488e-7,0.00001487951,0.9885237,0.0002251058],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009964632,0.9954168,0.000004934215,0.000061746,0.002885101,0.001285704,0.00001734488,0.00003723106,0.0001914785],"genre_scores_gemma":[0.00006519795,0.9971333,0.00003410258,0.00001837505,0.0006149825,0.000385323,0.001541779,0.00004028892,0.0001666289],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9900939,"threshold_uncertainty_score":0.9999608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1492665371919772,"score_gpt":0.4133768296954918,"score_spread":0.2641102925035146,"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."}}