{"id":"W2034741153","doi":"10.1002/ppul.22685","title":"Night‐to‐night consistency of at‐home nocturnal pulse oximetry testing for obstructive sleep apnea in children","year":2013,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Pulse oximetry; Polysomnography; Nocturnal; Obstructive sleep apnea; Sleep apnea; Apnea; Pediatrics; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003444701,0.0003321153,0.0008473775,0.001356151,0.0001212716,0.00001615566,0.0003730382,0.0003441926,0.0004266899],"category_scores_gemma":[0.002506735,0.0002996397,0.0001692283,0.001476586,0.0002509615,0.000161668,0.0003243228,0.0005775859,0.0002104905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003779318,"about_ca_system_score_gemma":0.0001034693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003900923,"about_ca_topic_score_gemma":0.00001898311,"domain_scores_codex":[0.9968909,0.000137137,0.000859028,0.0007217776,0.0003931128,0.0009980371],"domain_scores_gemma":[0.9971787,0.0009205999,0.0003008954,0.0005286997,0.0006872329,0.0003839163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002535453,0.000213539,0.9660383,0.0001008417,0.0001254347,0.00002450223,0.0001567099,0.00001218477,0.009089394,0.0001455979,0.00008302785,0.02375695],"study_design_scores_gemma":[0.002790546,0.0007879174,0.9906557,0.000006792692,0.0001658769,0.0004299326,0.0001034541,0.001194276,0.002087126,0.001476029,0.00002119978,0.0002811568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941418,0.0007035902,0.0004246067,0.000698684,0.0003172739,0.002279006,0.00006712395,0.00005449844,0.001313414],"genre_scores_gemma":[0.9872215,0.00001125878,0.01148125,0.0001247377,0.000615986,0.0003154566,0.00004152754,0.00005886338,0.0001293772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02461742,"threshold_uncertainty_score":0.9999456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584147063950682,"score_gpt":0.2708121199607259,"score_spread":0.2549706493212191,"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."}}