{"id":"W2037254040","doi":"10.1016/j.athoracsur.2012.02.011","title":"Neurodevelopmental Outcomes After Open Heart Operations Before 3 Months of Age","year":2012,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Bayley Scales of Infant Development; Gross motor skill; Pediatrics; Coarctation of the aorta; Cardiopulmonary bypass; Motor skill; Heart disease; Child development; Cardiac surgery; Surgery; Internal medicine; Cognition; Psychomotor learning; Aorta","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":[0.000760481,0.0001341818,0.0005212901,0.00009747809,0.00007972886,0.00001261735,0.0001235259,0.00003022934,0.0002574185],"category_scores_gemma":[0.0003191655,0.00008550645,0.000216471,0.0002284183,0.0001576805,0.0002426179,0.0003137645,0.00008015438,0.00003956474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007443767,"about_ca_system_score_gemma":0.0001050845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001358144,"about_ca_topic_score_gemma":0.00006846715,"domain_scores_codex":[0.9988492,0.0001060966,0.0003897742,0.0001173594,0.0002626238,0.0002749356],"domain_scores_gemma":[0.9989858,0.0002608233,0.0000490862,0.0003977571,0.0001794789,0.0001271165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004860346,0.0003779288,0.968717,0.0001326929,0.0002398386,0.00001555375,0.00171912,5.563533e-7,0.0002870828,0.00001412619,0.009292148,0.01871794],"study_design_scores_gemma":[0.00005199258,0.00002733923,0.9931613,0.0001061083,0.00007756162,0.00001290449,0.0003758196,0.00000592784,0.003856123,0.00003172216,0.002210062,0.00008320318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992267,0.001394261,0.000001158971,0.004559658,0.0001937737,0.0004402306,0.00005052256,0.00001674881,0.001076653],"genre_scores_gemma":[0.9966587,0.00004697705,0.0001572008,0.001719993,0.00006269067,0.00007003472,0.00001419339,0.00001915413,0.00125104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02444426,"threshold_uncertainty_score":0.3486852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1226036015631447,"score_gpt":0.4134652204138645,"score_spread":0.2908616188507199,"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."}}