{"id":"W4322742930","doi":"10.3390/children10030480","title":"Current Concepts in Pediatric Obstructive Sleep Apnea","year":2023,"lang":"en","type":"editorial","venue":"Children","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Airway obstruction; Airway; Apnea; Sleep apnea; Anesthesia; Cardiology; Computer science","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":[0.007483842,0.003383904,0.003377147,0.003765544,0.002491334,0.007368817,0.003601493,0.01173178,0.01382915],"category_scores_gemma":[0.02535344,0.001289022,0.002657604,0.00183031,0.002781209,0.00693873,0.002143691,0.02208627,0.0123268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003349175,"about_ca_system_score_gemma":0.004867429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00191985,"about_ca_topic_score_gemma":0.004557812,"domain_scores_codex":[0.9954695,0.0008325889,0.0007546581,0.0004712816,0.002144122,0.0003279209],"domain_scores_gemma":[0.9769534,0.009205032,0.001373869,0.0004273817,0.008982211,0.003057971],"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":[0.0000367994,0.00001735648,0.00004508408,0.0007139872,0.00002007823,0.0001166267,0.00002616425,0.00003444432,0.00004636705,0.0005690809,0.9783879,0.01998611],"study_design_scores_gemma":[0.00003656009,0.00002444926,0.0001852711,0.0009963458,0.00004108512,0.0002982237,0.00004165926,0.00004296069,0.00003442984,0.0008021714,0.9974821,0.00001468376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000215737,0.02228834,0.00007759391,0.0269903,0.9493426,0.00001105914,0.00002215498,0.00004015741,0.001206229],"genre_scores_gemma":[0.0001633713,0.02212533,0.00008257226,0.01700271,0.9581676,0.00001424854,0.00002047037,0.00001980064,0.002403849],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01382915,"threshold_uncertainty_score":0.0462631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383574455623837,"score_gpt":0.3317401648743999,"score_spread":0.3179044203181615,"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."}}