{"id":"W4391242808","doi":"10.1097/dcc.0000000000000628","title":"Aortic Regurgitation","year":2024,"lang":"en","type":"article","venue":"Dimensions of Critical Care Nursing","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada; Mount Royal University","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Heart failure; Ventricle; Etiology","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":[0.00002307162,0.00007179163,0.0001492556,0.00008902144,0.00004171558,0.00001562892,0.00001351338,0.00003830237,0.00003613022],"category_scores_gemma":[0.0002096651,0.00005391303,0.00039845,0.0001388383,0.000128067,0.00004463028,0.000006444001,0.00006150937,0.0000291521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008449367,"about_ca_system_score_gemma":0.00007238542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004527502,"about_ca_topic_score_gemma":4.152447e-8,"domain_scores_codex":[0.999367,0.00001552365,0.0001319008,0.0001583158,0.00019473,0.0001325231],"domain_scores_gemma":[0.9993784,0.0001432207,0.000005733426,0.0001528126,0.0001895897,0.0001302351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008055837,0.002525507,0.0206049,0.008092226,0.001201862,0.001007068,0.01061108,0.00003268649,0.02369677,0.2918812,0.009916998,0.6296241],"study_design_scores_gemma":[0.007984668,0.005683355,0.6609661,0.0452321,0.04481615,0.0006432137,0.05642482,0.007353667,0.0568713,0.1069954,0.004983342,0.002045932],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636672,0.0201548,0.0002924837,0.003204264,0.0009293179,0.0002326024,0.00005078629,0.0001482486,0.01132029],"genre_scores_gemma":[0.9991086,0.00001144442,0.0006276716,0.00009285402,0.00005498056,0.000005329181,0.0000571274,0.0000156624,0.00002639327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6403612,"threshold_uncertainty_score":0.219851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069698266882651,"score_gpt":0.4283354646314628,"score_spread":0.4076384819626363,"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."}}