{"id":"W2030499823","doi":"10.1542/peds.2011-0331","title":"Overestimating Neurodevelopment Using the Bayley-III After Early Complex Cardiac Surgery","year":2011,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"GF Strong Rehabilitation Centre; Children's & Women's Health Centre of British Columbia; University of Manitoba; Children's Hospital Research Institute of Manitoba; Alberta Children's Hospital; Glenrose Rehabilitation Hospital; University of Calgary; University of Alberta; University of Saskatchewan","funders":"","keywords":"Bayley Scales of Infant Development; Toddler; Medicine; Cardiac surgery; Cohort; Gross motor skill; Pediatrics; Prospective cohort study; Cognition; Analysis of variance; Motor skill; Surgery; Psychomotor learning; Developmental psychology; Internal medicine; Psychiatry; Psychology","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":[0.0002454279,0.0001685413,0.0003138108,0.0001041599,0.0001770124,0.00002109276,0.00005997343,0.00003871408,0.0001639713],"category_scores_gemma":[0.0002228053,0.0001247635,0.0001793959,0.0003201865,0.00007260617,0.00007286904,0.0001696342,0.0001535207,0.00005801025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005889175,"about_ca_system_score_gemma":0.0001742248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001777819,"about_ca_topic_score_gemma":0.000006560899,"domain_scores_codex":[0.9987293,0.00005458411,0.0002971435,0.0002255033,0.0003524448,0.0003410048],"domain_scores_gemma":[0.9990928,0.0002790622,0.00006019542,0.0002859994,0.0001395367,0.00014245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001218987,0.00005692253,0.9899905,0.0001158476,0.00005412144,0.00009813489,0.001899345,3.840523e-7,0.00004162859,0.000006570321,0.002694041,0.00492055],"study_design_scores_gemma":[0.0001346479,0.00002208095,0.9980055,0.00001642559,0.0003331802,0.00001177198,0.0001602629,0.0003016859,0.00002598958,0.00003220147,0.0007963856,0.0001598738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955143,0.001277281,0.0001089614,0.00008008329,0.0004557961,0.0003280753,0.00002416675,0.00007072795,0.002140583],"genre_scores_gemma":[0.9961969,0.00008842839,0.002696,0.000339197,0.0004831545,0.00003053887,0.000005113,0.00003046717,0.00013019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008014938,"threshold_uncertainty_score":0.5087708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08600862239086408,"score_gpt":0.2833677805613856,"score_spread":0.1973591581705215,"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."}}