{"id":"W4415490935","doi":"10.1111/coa.70049","title":"Paediatric Sleep‐Disordered Breathing Special Issue Introductory Editorial","year":2025,"lang":"en","type":"article","venue":"Clinical Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Craniofacial; Obstructive sleep apnea; Psychological intervention; Airway; Airway obstruction; Breathing; Sleep apnea; Craniofacial abnormality","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001546104,0.00026999,0.0009728408,0.0004353883,0.0001552975,0.00002777027,0.0004011123,0.0008487495,0.002002243],"category_scores_gemma":[0.009253548,0.0002501647,0.0003941861,0.0007624349,0.000688854,0.0001124319,0.0004394903,0.001935247,0.0009591105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00016023,"about_ca_system_score_gemma":0.00029323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003163382,"about_ca_topic_score_gemma":0.00001274364,"domain_scores_codex":[0.9962046,0.0006355348,0.001092711,0.000908982,0.0004760131,0.0006822084],"domain_scores_gemma":[0.99661,0.001660437,0.0001538492,0.0008172072,0.0004378612,0.0003206567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002244998,0.00106203,0.4094471,0.0001674416,0.0005216519,0.0002805502,0.0001164737,0.000001939662,0.0005899096,0.001910532,0.4806843,0.1029731],"study_design_scores_gemma":[0.006435846,0.000829552,0.2595528,0.0000204704,0.0002659798,0.00004180203,0.00008100812,0.0002035375,0.0001713724,0.001264857,0.7309034,0.0002293492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.6492462,0.001035843,0.0006728391,0.01564578,0.2869917,0.001748902,0.0000220615,0.000296478,0.04434025],"genre_scores_gemma":[0.2706584,0.0001734482,0.001639028,0.002021057,0.7223549,0.00007215749,0.00007341754,0.00006174458,0.002945782],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4353633,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0180121505338211,"score_gpt":0.3581978005917232,"score_spread":0.3401856500579021,"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."}}