{"id":"W954014164","doi":"10.1155/2014/271061","title":"The Utility of a Portable Sleep Monitor to Diagnose Sleep‐Disordered Breathing in a Pediatric Population","year":2014,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Sleep (system call); Sleep disordered breathing; Breathing; Polysomnography; Population; Sleep apnea syndromes; Intensive care medicine; Anesthesia; Electroencephalography; Obstructive sleep apnea; Psychiatry; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001036164,0.0005990852,0.0002998724,0.0008956199,0.0001896548,0.0003893911,0.0003057635,0.0003903128,0.001195768],"category_scores_gemma":[0.004568516,0.0001907519,0.0002971066,0.0005199361,0.0002240939,0.0004416617,0.0002983772,0.0004883047,0.0002343739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000223932,"about_ca_system_score_gemma":0.0003034712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001555543,"about_ca_topic_score_gemma":0.001661249,"domain_scores_codex":[0.999351,0.0002048027,0.00006034882,0.0001134518,0.0002248827,0.00004550553],"domain_scores_gemma":[0.9976904,0.0009105336,0.0007321452,0.000089368,0.0004046588,0.0001728707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000169143,0.00005027518,0.9858418,0.00002620997,0.00002820648,0.0001553466,0.0000478668,0.0001127199,0.0008650869,0.000009120418,0.0001734668,0.01252079],"study_design_scores_gemma":[0.00002845553,0.001113105,0.9936883,0.00003219124,0.00005279703,0.001978724,0.0001369861,0.001732885,0.0008846043,0.00002029008,0.0003247014,0.000007028166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971361,0.0008150616,0.0008172148,0.00007091552,0.00001491693,0.00004487206,0.0002446167,0.00003712397,0.0008192003],"genre_scores_gemma":[0.9971423,0.0004016295,0.002037489,0.00002865296,0.0000283874,0.00003595364,0.0002332423,0.000005170444,0.00008709902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001555543,"threshold_uncertainty_score":0.005479813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02014316386750622,"score_gpt":0.2905049629828794,"score_spread":0.2703617991153732,"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."}}