{"id":"W2945653174","doi":"10.1007/s11325-019-01861-z","title":"Comparison of nocturnal pulse oximetry with polysomnography in children with sleep disordered breathing","year":2019,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"McGill University","keywords":"Medicine; Polysomnography; Pulse oximetry; Gold standard (test); Obstructive sleep apnea; Internal medicine; Pediatrics; Apnea; Anesthesia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001436841,0.0003834394,0.0005056954,0.0009459263,0.0002220824,0.0006719223,0.0003462942,0.0005706534,0.0008057204],"category_scores_gemma":[0.008964392,0.0002112681,0.0004522089,0.0007909468,0.0003216269,0.0007402805,0.0005320142,0.0005489193,0.0001722723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005761432,"about_ca_system_score_gemma":0.0004919833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00598344,"about_ca_topic_score_gemma":0.007840354,"domain_scores_codex":[0.9988355,0.0004689662,0.0001192568,0.0001182063,0.0003323687,0.0001257432],"domain_scores_gemma":[0.9958984,0.002287396,0.000577494,0.0001048782,0.0006918958,0.0004398646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001665902,0.00009318335,0.9834855,0.00009077346,0.00009121359,0.0002626292,0.0005769868,0.00013471,0.001319123,0.00004062809,0.0001193057,0.01212002],"study_design_scores_gemma":[0.00002395865,0.0008157003,0.9973115,0.00001739386,0.00004360543,0.0003912998,0.000604391,0.0002842336,0.0003313764,0.000009518375,0.0001615423,0.000005413774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980189,0.0006811551,0.0001741012,0.0000396234,0.00003243592,0.00001160959,0.0001694211,0.000007477819,0.0008653328],"genre_scores_gemma":[0.9991416,0.0002852145,0.0002659754,0.00001623279,0.00001494143,0.00001205313,0.0001391064,0.000003094657,0.0001218603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00598344,"threshold_uncertainty_score":0.01189721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009397609074728901,"score_gpt":0.2780562614379397,"score_spread":0.2686586523632107,"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."}}