{"id":"W4200482391","doi":"10.1111/nep.14015","title":"Assessments of right ventricular strain using cardiac m<scp>agnetic resonance imaging</scp> following kidney transplantation","year":2021,"lang":"en","type":"article","venue":"Nephrology","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine; Cardiology; Ventricle; Internal medicine; Subclinical infection; Transplantation; Strain (injury); Magnetic resonance imaging; Strain rate imaging; Peritoneal dialysis; Dialysis; Cardiac magnetic resonance imaging; Ventricular remodeling; Cardiac magnetic resonance; Kidney disease; Heart failure; Radiology; Strain rate","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002404079,0.0001421384,0.0004552412,0.0001161893,0.00006671991,0.000009683308,0.00004598737,0.0001256474,0.00008852805],"category_scores_gemma":[0.0001073759,0.0001342731,0.0005300493,0.0003027949,0.00005570262,0.00006277576,0.00001650148,0.0001859856,0.000009029609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000645873,"about_ca_system_score_gemma":0.0002852597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006013571,"about_ca_topic_score_gemma":0.000003310908,"domain_scores_codex":[0.9986139,0.0002111536,0.0002779565,0.000306762,0.000322866,0.0002673421],"domain_scores_gemma":[0.999308,0.00008030985,0.00007531514,0.0002842221,0.000109137,0.0001429475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001134617,0.0003751109,0.4751825,0.0004018075,0.001798257,0.009347314,0.0008562599,0.0003107993,0.4917841,0.000362557,0.005199945,0.01426785],"study_design_scores_gemma":[0.005521723,0.0002003449,0.6247736,0.0002036107,0.002911164,0.00157649,0.0004792421,0.001421957,0.03984818,0.0001211709,0.3227785,0.0001639483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877641,0.004371499,0.005157126,0.0001845831,0.001117787,0.0002266703,0.00006025226,0.00004344254,0.001074566],"genre_scores_gemma":[0.9946974,0.0004893253,0.002436884,0.001390108,0.0002357542,0.000009919816,0.0003321452,0.0000333533,0.0003750989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4519359,"threshold_uncertainty_score":0.5475499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01060478587661553,"score_gpt":0.2716246946199055,"score_spread":0.26101990874329,"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."}}