{"id":"W2748800200","doi":"10.1007/s00246-017-1710-x","title":"Post-operative Outcomes in Children Undergoing Fontan Palliation in a Regionalized Surgical System","year":2017,"lang":"en","type":"article","venue":"Pediatric Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Cardiac surgery; Vascular surgery; Hypoplastic left heart syndrome; Center of excellence; Referral; Surgery; Fontan procedure; Proportional hazards model; Cardiothoracic surgery; Pediatric surgery; Pediatrics; Heart disease; Internal medicine","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":[0.0002548417,0.0001594344,0.0007414812,0.0002221601,0.0001282973,0.00001622641,0.00009467809,0.0001218122,0.000007436165],"category_scores_gemma":[0.0005122873,0.0001344037,0.0001790964,0.00009184449,0.00006853827,0.00007597741,0.0001246263,0.0001868494,0.00003471887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002677087,"about_ca_system_score_gemma":0.0001933993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006860123,"about_ca_topic_score_gemma":0.0008598393,"domain_scores_codex":[0.9987144,0.0001602484,0.0003349028,0.0003322814,0.0001640593,0.0002940882],"domain_scores_gemma":[0.9991176,0.000279035,0.00008290175,0.0003485244,0.00008784866,0.00008414929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002327049,0.00003113615,0.9982304,0.00004268115,0.0001176184,0.0005794736,0.0001274258,0.000003717602,0.000003368045,0.0002763893,0.00004672885,0.0003083306],"study_design_scores_gemma":[0.004502567,0.0001001924,0.9945049,0.0000201018,0.0001579491,0.0002737521,0.0001944121,0.00005850868,6.459693e-7,0.00003311941,0.00003092278,0.0001228938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936241,0.001343429,0.000006648235,0.001016691,0.0001949242,0.0006345481,0.00002235643,0.00004027439,0.003117043],"genre_scores_gemma":[0.9986747,0.0004322615,0.00003806424,0.00004470351,0.000510724,0.00008867022,0.00002760022,0.00001381753,0.0001694704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005050604,"threshold_uncertainty_score":0.5480825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657596237038908,"score_gpt":0.3121621922693859,"score_spread":0.2955862298989969,"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."}}