{"id":"W4395029469","doi":"10.4187/respcare.11679","title":"Positive Airway Pressure and Metabolic Markers in Children With Obstructive Sleep Apnea","year":2024,"lang":"en","type":"review","venue":"Respiratory Care","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Airway; Sleep apnea; Intensive care medicine; Apnea; Positive airway pressure; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002598349,0.0009080868,0.002553399,0.001106132,0.00009359675,0.00009835362,0.0002962729,0.0006267694,0.00006962966],"category_scores_gemma":[0.0001201569,0.0006402973,0.0004084978,0.001228826,0.0004489216,0.0001575633,0.0003392798,0.002027437,0.00007782243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003686771,"about_ca_system_score_gemma":0.0004678383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004538635,"about_ca_topic_score_gemma":0.00002465043,"domain_scores_codex":[0.9959547,0.0005301406,0.0006034544,0.001394706,0.0008202244,0.0006967611],"domain_scores_gemma":[0.998151,0.000127543,0.000207908,0.0007919608,0.0003294277,0.0003921449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001231195,0.0000332804,0.003851806,0.01622109,0.003952101,0.0003676194,0.0004517545,6.061408e-7,0.000003711514,0.0001407463,0.00004580649,0.9748083],"study_design_scores_gemma":[0.002424445,0.0009392797,0.02723565,0.01490538,0.02035748,0.000837268,0.001137211,0.00000392453,0.00008416853,0.00000973448,0.9307213,0.001344174],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001548541,0.99129,0.000003024307,0.00001299147,0.0001302837,0.004021069,0.000804138,0.00009305686,0.002096935],"genre_scores_gemma":[0.003785881,0.9938776,0.0001608537,0.0000960918,0.0005430684,0.0006465293,0.0003151563,0.0003785233,0.0001962673],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9734642,"threshold_uncertainty_score":0.9996048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01693926194867647,"score_gpt":0.3113376948486917,"score_spread":0.2943984329000153,"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."}}