{"id":"W3191045637","doi":"10.1016/j.sleep.2021.07.036","title":"Positional device therapy for the treatment of positional obstructive sleep apnea in children: a pilot study","year":2021,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Supine position; Medicine; Interquartile range; Obstructive sleep apnea; Continuous positive airway pressure; Polysomnogram; Polysomnography; Body mass index; Pediatrics; Physical therapy; Internal medicine; Apnea","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":[],"consensus_categories":[],"category_scores_codex":[0.0003587352,0.0002988436,0.0006395903,0.0002544923,0.0001582344,0.00001004868,0.0001745708,0.00005741749,0.0006523205],"category_scores_gemma":[0.0001844763,0.0001877032,0.0001358681,0.0007033776,0.0003861242,0.0000735553,0.00003871998,0.0002178618,0.000008550147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003481843,"about_ca_system_score_gemma":0.0001036258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002450711,"about_ca_topic_score_gemma":0.0000846866,"domain_scores_codex":[0.9973477,0.0001920479,0.0005612255,0.0005447894,0.0009382085,0.0004161025],"domain_scores_gemma":[0.9976143,0.0008346852,0.0001368604,0.0005272537,0.0007253889,0.0001615526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009933009,0.02289973,0.7724531,0.00007025494,0.004863997,0.0002342891,0.004929532,0.00009586916,0.03999847,0.002171577,0.0001064285,0.1422438],"study_design_scores_gemma":[0.02452239,0.02120875,0.9453408,0.0000496246,0.0003636816,0.0002320263,0.002755317,0.0006896671,0.004170463,0.0003550035,0.0001617343,0.0001505077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850217,0.005187692,0.0005906614,0.004771171,0.0002665626,0.003625259,0.0001144289,0.00002516694,0.0003974021],"genre_scores_gemma":[0.9969999,0.000171042,0.0006092301,0.0004300151,0.0007410642,0.0005808431,0.0003486489,0.000041834,0.00007740887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1728878,"threshold_uncertainty_score":0.7654313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03695049718678538,"score_gpt":0.3370569915681249,"score_spread":0.3001064943813395,"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."}}