{"id":"W4206134998","doi":"10.5935/1984-0063.20200098","title":"Sleep disordered breathing from preschool to early adult age and its neurocognitive complications: A preliminary report","year":2021,"lang":"en","type":"article","venue":"Sleep Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neurocognitive; Polysomnography; Medicine; Sleep disordered breathing; Cohort; Pediatrics; Breathing; Cognition; Audiology; Psychiatry; Internal medicine; Apnea; Obstructive sleep apnea","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003175931,0.0001839796,0.000257633,0.000225042,0.0004037811,0.0001892621,0.0003173525,0.00005681923,0.00006941672],"category_scores_gemma":[0.004444143,0.0001788732,0.00005344978,0.001342016,0.0003889675,0.0005114599,0.0006369537,0.0003507854,0.000115382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001046707,"about_ca_system_score_gemma":0.0001285786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001973066,"about_ca_topic_score_gemma":0.00002154167,"domain_scores_codex":[0.9969194,0.00008085532,0.0003323515,0.001131555,0.001019679,0.0005161693],"domain_scores_gemma":[0.9970972,0.0002150866,0.00009033583,0.0006777931,0.001336087,0.0005834852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005689569,0.0008156091,0.1233267,0.0001309029,0.0001674406,0.0128992,0.007535857,0.0000302004,0.7262108,0.001469451,0.00007032338,0.1267746],"study_design_scores_gemma":[0.0009909662,0.0003348218,0.959837,0.0001195109,0.00007071398,0.0007401667,0.0009303737,0.006505601,0.02960938,0.0005282524,0.0001102594,0.0002229758],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988766,0.0003072522,0.002526639,0.002896641,0.0001451559,0.001075757,0.00005518505,0.0000829048,0.004144455],"genre_scores_gemma":[0.9934913,0.00001155859,0.005332019,0.0006467462,0.00007510639,0.0001497399,0.00003356938,0.00002358457,0.0002363606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8365103,"threshold_uncertainty_score":0.7294236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297151075429098,"score_gpt":0.3131840881088165,"score_spread":0.2902125773545255,"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."}}