{"id":"W2342319164","doi":"10.1097/ana.0000000000000303","title":"Latent Class Analysis of Neurodevelopmental Deficit After Exposure to Anesthesia in Early Childhood","year":2016,"lang":"en","type":"article","venue":"Journal of Neurosurgical Anesthesiology","topic":"Anesthesia and Neurotoxicity Research","field":"Neuroscience","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Health and Medical Research Council; Medical Research Council; Agency for Healthcare Research and Quality; Curtin University of Technology; Women and Infants Research Foundation; Raine Medical Research Foundation; Princess Margaret Hospital Foundation; Children's Medical Research","keywords":"Medicine; Cohort; Odds ratio; Latent class model; Neuropsychology; Cognition; Confidence interval; Pediatrics; Cohort study; Logistic regression; Cognitive deficit; Anesthesia; Psychiatry; Internal medicine; Cognitive impairment","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":[0.000584527,0.0003138582,0.001106442,0.001482678,0.00005372152,0.00002884157,0.0007935062,0.0001939355,0.0001589845],"category_scores_gemma":[0.0006967844,0.0001931898,0.0004985307,0.001933471,0.0002874683,0.0002210219,0.0001053653,0.0004305801,0.00005367965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004951193,"about_ca_system_score_gemma":0.0001185972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004549086,"about_ca_topic_score_gemma":0.000003246718,"domain_scores_codex":[0.9955658,0.001111208,0.001307466,0.0005885777,0.0007695962,0.0006572996],"domain_scores_gemma":[0.9972577,0.001407798,0.0004639422,0.0003677473,0.0001283049,0.0003745107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002193706,0.0008285603,0.6636165,0.0000102385,0.0000424198,0.01888017,0.0003505025,0.0002231566,0.3108468,0.000253573,0.00002252511,0.002731877],"study_design_scores_gemma":[0.0009445187,0.002843859,0.965045,0.00004600679,0.00006905247,0.004027822,0.000007782819,0.00001180806,0.02588975,0.00006724642,0.0008358893,0.000211272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966262,0.00002754869,0.00001674365,0.002953302,0.00005344045,0.0002740174,0.00000378507,0.00001675656,0.00002823419],"genre_scores_gemma":[0.9976538,0.0001192024,0.00006759293,0.001965821,0.0000430564,0.00001898374,2.382027e-7,0.00003302265,0.00009824781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3014285,"threshold_uncertainty_score":0.7878051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382229284246055,"score_gpt":0.2613817591075615,"score_spread":0.2375594662651009,"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."}}