{"id":"W2002548008","doi":"10.1542/peds.105.2.405","title":"Nocturnal Pulse Oximetry as an Abbreviated Testing Modality for Pediatric Obstructive Sleep Apnea","year":2000,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":572,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Pulse oximetry; Polysomnography; Obstructive sleep apnea; Nocturnal; Apnea; Likelihood ratios in diagnostic testing; Sleep apnea; Internal medicine; Diagnostic accuracy; Anesthesia","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":[0.001863431,0.0004982591,0.0002834144,0.0009755048,0.0001354017,0.0003490287,0.0003281585,0.0003799162,0.0008545894],"category_scores_gemma":[0.01049736,0.0001653966,0.0002201011,0.000568584,0.0003285846,0.0005882784,0.0002686337,0.0004593659,0.0002707968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001720256,"about_ca_system_score_gemma":0.0003524642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007464045,"about_ca_topic_score_gemma":0.00114571,"domain_scores_codex":[0.9982085,0.0009146331,0.0001573142,0.0001427154,0.0005013429,0.00007546342],"domain_scores_gemma":[0.9950894,0.002236234,0.001657687,0.0001417704,0.0005979643,0.0002770737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009628401,0.00002661636,0.9880903,0.00003555432,0.00001966834,0.0002538621,0.00003710638,0.00007222241,0.000650276,0.00001613754,0.0002019612,0.01049997],"study_design_scores_gemma":[0.00001913482,0.0007549034,0.9878853,0.00007281124,0.00006658229,0.006955361,0.0001144235,0.002335108,0.001105735,0.00003136893,0.0006512628,0.00000799327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913156,0.003973777,0.0025303,0.000179414,0.00007846147,0.00003616151,0.0002454655,0.00006034081,0.001580493],"genre_scores_gemma":[0.9970255,0.0006298552,0.002020728,0.00004985253,0.00005525307,0.00002667912,0.0001134184,0.000004968083,0.00007363765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001863431,"threshold_uncertainty_score":0.009854913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03327880776220843,"score_gpt":0.3228294657911263,"score_spread":0.2895506580289179,"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."}}