{"id":"W7117467524","doi":"10.1007/s00246-025-04139-2","title":"Failing Fontan Circulation and Cirrhotic Cardiomyopathy: Parallel Pathways of a Shared Physiology","year":2025,"lang":"en","type":"article","venue":"Pediatric Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Cardiac surgery; Vascular surgery; Fontan procedure; Circulation (fluid dynamics); Liver circulation; Cardiothoracic 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":[0.001684159,0.0003146932,0.0006112843,0.001229904,0.0007134455,0.002097054,0.0006660774,0.0007129941,0.003898413],"category_scores_gemma":[0.006497571,0.0002991916,0.0003470707,0.001126685,0.001767016,0.001686416,0.001376791,0.001470358,0.0001643667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005657352,"about_ca_system_score_gemma":0.001366365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002787682,"about_ca_topic_score_gemma":0.003952112,"domain_scores_codex":[0.9990153,0.0005052766,0.00008912021,0.0001105368,0.0001513646,0.0001284084],"domain_scores_gemma":[0.9932339,0.003674113,0.001241858,0.0006659701,0.0004617602,0.0007224692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002445586,0.0003706634,0.9503393,0.0003268135,0.0003812688,0.005710668,0.003789911,0.0002965097,0.006020011,0.01190014,0.0004565477,0.01796266],"study_design_scores_gemma":[0.00005899799,0.0003724506,0.9904628,0.000148687,0.00008316076,0.002115535,0.002323699,0.0001361994,0.0003134276,0.003193369,0.0007754593,0.00001618182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809352,0.007630585,0.0007597476,0.001907256,0.00005220628,0.00004529052,0.0002324207,0.00001178924,0.008425551],"genre_scores_gemma":[0.9961797,0.002200978,0.000648891,0.0001755746,0.000148241,0.0000229625,0.0001655683,0.000008262426,0.0004499274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003898413,"threshold_uncertainty_score":0.0130415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635722595552448,"score_gpt":0.2599934779298308,"score_spread":0.2436362519743063,"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."}}