{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001921348,0.0003098232,0.0003149456,0.0008621517,0.0001953598,0.000537014,0.0004606676,0.0003646966,0.0005983647],"category_scores_gemma":[0.007974792,0.0001639996,0.0003610491,0.0005948974,0.0004293881,0.0004690697,0.0004586571,0.0004204053,0.0001677129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003329295,"about_ca_system_score_gemma":0.0003060338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001929244,"about_ca_topic_score_gemma":0.002069717,"domain_scores_codex":[0.9985845,0.0004170724,0.0002482324,0.0001947709,0.0004516204,0.0001038288],"domain_scores_gemma":[0.9936098,0.002341239,0.002644074,0.0003522544,0.0006918705,0.0003608346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005642729,0.000009275014,0.9979831,0.00001486587,0.00001899099,0.00004605909,0.00005263571,0.00004456429,0.0004030282,0.000006255389,0.00004201602,0.001322798],"study_design_scores_gemma":[0.00000175237,0.0001003702,0.998919,0.000004576108,0.00001015854,0.0004059881,0.0000419795,0.0001058273,0.0003573731,0.000005239278,0.00004518486,0.000002591252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986172,0.0002891207,0.0004273552,0.00002062347,0.00001068597,0.00001307859,0.0002340703,0.00001202021,0.0003758087],"genre_scores_gemma":[0.9990866,0.00006441765,0.0005340003,0.00001308121,0.00001134802,0.0000126937,0.0002378783,0.000005295216,0.00003462967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001929244,"threshold_uncertainty_score":0.01016116,"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."}}