{"id":"W2941595797","doi":"10.3390/jcm8040559","title":"Biomarkers in the Diagnosis, Management, and Prognostication of Perioperative Right Ventricular Failure in Cardiac Surgery—Are We There Yet?","year":2019,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Galectins and Cancer Biology","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Perioperative; Cardiology; Cardiac surgery; Heart failure; Intensive care medicine; Internal medicine; Biomarker; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001218093,0.0007232139,0.001643554,0.001874919,0.0002356477,0.001538922,0.0008433673,0.001376688,0.00145735],"category_scores_gemma":[0.001889121,0.0002671413,0.0006003301,0.001532446,0.0006379469,0.00171937,0.0007335449,0.002020054,0.0009575699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006222714,"about_ca_system_score_gemma":0.001452431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028401,"about_ca_topic_score_gemma":0.001355566,"domain_scores_codex":[0.9996656,0.00009380112,0.00005723682,0.00004353342,0.000106785,0.00003302157],"domain_scores_gemma":[0.9990921,0.0004724327,0.0001069257,0.00002436203,0.0002494341,0.0000547642],"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":[0.00008677188,0.000062709,0.0006308194,0.01222557,0.0001457628,0.000125113,0.00006766804,0.0002310439,0.0009091126,0.003313852,0.02199361,0.9602081],"study_design_scores_gemma":[0.00003239107,0.0002516136,0.002618381,0.01370032,0.0004121481,0.001592095,0.000200087,0.0002915177,0.0008562072,0.004955078,0.9750347,0.00005542064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008789322,0.9986286,0.0001001008,0.0007139006,0.0002129536,0.000002586327,0.00001011109,0.000004288856,0.0002395782],"genre_scores_gemma":[0.0006903242,0.9984022,0.0001980353,0.0002869977,0.0002688492,0.000005542862,0.00001544537,9.044505e-7,0.0001316547],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001874919,"threshold_uncertainty_score":0.00644201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08655937954266911,"score_gpt":0.4038065631638212,"score_spread":0.3172471836211521,"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."}}