{"id":"W4220896080","doi":"10.1002/ehf2.13870","title":"A Standardized Definition for Right Ventricular Failure in Cardiac Surgery Patients","year":2022,"lang":"en","type":"review","venue":"ESC Heart Failure","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Public Health; Université de Montréal; Montreal Heart Institute; University of Ottawa","funders":"","keywords":"Medicine; Perioperative; Modalities; Intensive care medicine; Heart failure; Etiology; Cardiology; Internal 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":[0.0007236804,0.0005260481,0.003304012,0.0007475126,0.000218346,0.00003657732,0.0001169416,0.0003839898,0.00107116],"category_scores_gemma":[0.0005904313,0.0004024169,0.001920545,0.0008462763,0.00004322097,0.00009725906,0.0001091435,0.0007469137,0.0001294562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006532473,"about_ca_system_score_gemma":0.001141112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003001824,"about_ca_topic_score_gemma":0.00001089887,"domain_scores_codex":[0.9962065,0.0006160904,0.0007460465,0.0007255869,0.0009554841,0.0007503357],"domain_scores_gemma":[0.9978108,0.0009016696,0.0001766041,0.0005686326,0.0001642982,0.0003779317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005156834,0.002754641,0.007348443,0.0307124,0.002019777,0.01146642,0.00001952581,2.149687e-7,8.143596e-7,0.00006520378,0.6737244,0.2713725],"study_design_scores_gemma":[0.001308339,0.0002658828,0.0001404289,0.00442643,0.0007973269,0.0002109973,0.00001564906,8.819032e-7,0.000001508026,0.00004670808,0.9924636,0.0003222398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003480992,0.9910938,0.000003552285,0.0007001436,0.0003482391,0.004980998,0.00234938,0.00007127127,0.0001044745],"genre_scores_gemma":[0.0001022668,0.980253,0.001253007,0.0001369075,0.0002047235,0.002653005,0.01505762,0.0001247366,0.0002147192],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3187392,"threshold_uncertainty_score":0.9998428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05212918828046811,"score_gpt":0.3191076186354736,"score_spread":0.2669784303550055,"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."}}