{"id":"W2526797344","doi":"10.1186/s40064-016-3344-5","title":"Early childhood language outcomes after arterial switch operation: a prospective cohort study","year":2016,"lang":"en","type":"article","venue":"SpringerPlus","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Calgary; University of Alberta","funders":"Alberta Health","keywords":"Medicine; Great arteries; Toddler; Prospective cohort study; Bayley Scales of Infant Development; Language development; Language delay; Cohort; Perioperative; Pediatrics; Multivariate analysis; Internal medicine; Cognition; Surgery; Heart disease; Developmental psychology; Psychology; Psychomotor learning","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009273757,0.0005049143,0.0005245791,0.001070005,0.0007233663,0.0008131493,0.0005305234,0.0005789025,0.001299252],"category_scores_gemma":[0.001783092,0.0005501204,0.0007421107,0.001303668,0.0003744485,0.0008928457,0.000862639,0.001059626,0.0002728847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004178583,"about_ca_system_score_gemma":0.0006336863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0108386,"about_ca_topic_score_gemma":0.01044104,"domain_scores_codex":[0.9992651,0.0001046983,0.00008411702,0.0002073914,0.0001504972,0.0001881787],"domain_scores_gemma":[0.9984792,0.0001941024,0.0006928808,0.0001522008,0.000174048,0.0003076037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006344022,0.00004786153,0.9992016,0.000004072686,0.00003039816,0.0001548715,0.00008284706,0.00001300606,0.00007787527,0.000006182532,0.00004161773,0.0002761608],"study_design_scores_gemma":[0.00001006922,0.0002410745,0.9986178,0.000008286195,0.00003404644,0.0005757135,0.0003124827,0.0000504925,0.00003947434,0.000008821307,0.00009667844,0.000005170259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993687,0.00006448588,0.00002857456,0.00001153931,0.000002912765,0.000009404628,0.0003998105,0.000001593127,0.0001130859],"genre_scores_gemma":[0.9987826,0.0001660525,0.00009370102,0.00002030367,0.000007319226,0.00002409721,0.0007802973,0.00000332984,0.0001223248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0108386,"threshold_uncertainty_score":0.02155101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005555262224342588,"score_gpt":0.2613746886137989,"score_spread":0.2558194263894563,"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."}}