{"id":"W4308184516","doi":"10.1093/ehjci/jeac216","title":"Quantification of lymphatic burden in patients with Fontan circulation by T2 MR lymphangiography and associations with adverse Fontan status","year":2022,"lang":"en","type":"article","venue":"European Heart Journal - Cardiovascular Imaging","topic":"Lymphatic Disorders and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Lymphatic system; Fontan procedure; Adverse effect; Cardiology; Internal medicine; Burden of proof; Radiology; Heart disease; Pathology","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":[0.00075931,0.0001758408,0.0004082117,0.0003504266,0.0002973097,0.00004376135,0.00006062338,0.00001116114,0.00001857047],"category_scores_gemma":[0.0000311281,0.0001479855,0.0002957416,0.0005137432,0.00005704889,0.0002609473,0.00003938836,0.00009039199,0.000002046013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003478761,"about_ca_system_score_gemma":0.00009676671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002422846,"about_ca_topic_score_gemma":0.000003883633,"domain_scores_codex":[0.9977351,0.0004635303,0.000378625,0.0002777216,0.0008558477,0.0002891821],"domain_scores_gemma":[0.9991322,0.00003145451,0.0002187835,0.0002987577,0.0001735728,0.0001451936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001266085,0.0002661168,0.9881341,0.00002359824,0.001240001,0.0001113214,0.0007077646,0.001335281,0.00006280623,0.000005104026,0.0001048133,0.007882413],"study_design_scores_gemma":[0.0105391,0.0002407174,0.9849876,0.0001043434,0.0008026464,0.0002653918,0.0009703662,0.0003497143,0.00001004689,0.00001025599,0.001556417,0.0001634571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933726,0.003774723,0.001339581,0.0001496252,0.00006688583,0.0005354693,0.00003462202,0.00002206999,0.0007043974],"genre_scores_gemma":[0.9989309,0.0000829146,0.0006430487,0.00007561311,0.00002893634,0.00001105978,0.0001580152,0.0000525134,0.00001697125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01041249,"threshold_uncertainty_score":0.6034673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009443354165847384,"score_gpt":0.2212331335248724,"score_spread":0.211789779359025,"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."}}