{"id":"W2083156242","doi":"10.1161/circulationaha.106.635441","title":"Factors Associated With Mortality and Reoperation in 377 Children With Total Anomalous Pulmonary Venous Connection","year":2007,"lang":"en","type":"article","venue":"Circulation","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":271,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Total anomalous pulmonary venous connection; Connection (principal bundle); Cardiology; Internal medicine; Surgery; Intensive care 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":[0.0001384991,0.0001063587,0.0001615356,0.00009723996,0.00008945782,0.00001164584,0.000008593254,0.00005622144,0.000007047358],"category_scores_gemma":[0.00006302704,0.00008444522,0.00001662255,0.0002321756,0.00004895064,0.0001372857,0.000007225324,0.00008294395,8.458209e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001656857,"about_ca_system_score_gemma":0.00004039633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001960422,"about_ca_topic_score_gemma":0.00113013,"domain_scores_codex":[0.9993078,0.00002282649,0.0001451296,0.0002011542,0.0001794013,0.0001437449],"domain_scores_gemma":[0.9996832,0.00003469226,0.00004259414,0.00009301223,0.00008426232,0.00006223847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001057936,0.0001647843,0.9965487,0.00001146658,0.00008424111,0.00002164608,0.0003761727,0.00003178277,0.0005670207,0.000008130302,5.687566e-7,0.00207974],"study_design_scores_gemma":[0.000765076,0.0001934745,0.9975652,0.00005444183,0.0001110977,0.00004221915,0.0002240615,0.0008204021,0.0001067776,0.00001233918,3.640111e-7,0.0001045232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987754,0.0001255479,0.0001079126,0.00002122609,0.00002565703,0.0005237289,0.000006500089,0.00005770931,0.0003563635],"genre_scores_gemma":[0.9997039,0.000001624421,0.000007094831,0.00001737254,0.0000432122,0.000006754618,0.0001953841,0.00001354528,0.00001107066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001975217,"threshold_uncertainty_score":0.3443576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03342723993587211,"score_gpt":0.2735789773174928,"score_spread":0.2401517373816207,"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."}}