{"id":"W1899930801","doi":"10.1017/s1047951103000908","title":"Characterization and treatment of systemic venous to pulmonary venous collaterals seen after the Fontan operation","year":2003,"lang":"en","type":"article","venue":"Cardiology in the Young","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Fontan procedure; Fenestration; Cardiology; Surgery; Internal medicine; Brachiocephalic vein; Shunt (medical); Heart disease; Superior vena cava","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":[0.0001599512,0.00008620277,0.0002774165,0.00003897451,0.000061928,0.000005963182,0.00002839013,0.00004148603,0.000002888152],"category_scores_gemma":[0.00002686304,0.00004818449,0.00004166059,0.00008011684,0.00005229646,0.00002128551,0.00001154618,0.0000325196,0.000006449048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008749792,"about_ca_system_score_gemma":0.00003485372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001909629,"about_ca_topic_score_gemma":0.00001769057,"domain_scores_codex":[0.9993109,0.0002271076,0.0001523138,0.0001268414,0.00006271013,0.0001202032],"domain_scores_gemma":[0.999668,0.00005040617,0.00002032462,0.000197718,0.00003889512,0.00002465739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001243644,0.0003128819,0.8390134,0.0001254767,0.0005296741,0.003051528,0.03295985,0.00003269869,0.1150943,0.00008947582,0.00003147202,0.007515591],"study_design_scores_gemma":[0.0005084937,0.0009455252,0.9881682,0.00006116768,0.0002269342,0.007597113,0.001585777,0.00002907307,0.0003682137,0.00001733487,0.0004154814,0.0000767231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955404,0.002435598,0.00001469389,0.0003628544,0.0001297679,0.000996402,0.0000233335,0.000007219756,0.0004897381],"genre_scores_gemma":[0.9990548,0.0002984822,0.000005704554,0.0001433231,0.00008126221,0.0002722845,0.00001510273,0.000007492353,0.0001214738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1491548,"threshold_uncertainty_score":0.1964907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353251795252617,"score_gpt":0.2536211838456657,"score_spread":0.2400886658931395,"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."}}