{"id":"W4243881080","doi":"10.1111/jpc.15172","title":"Letter to the Editor","year":2020,"lang":"en","type":"letter","venue":"Journal of Paediatrics and Child Health","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council; Engineering and Physical Sciences Research Council","keywords":"Medicine; Continuous positive airway pressure; Polysomnography; Nose; Airway management; Throat; Otorhinolaryngology; Tonsillectomy; Airway; Pediatrics; Intensive care medicine; Obstructive sleep apnea; Surgery; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001067446,0.00119566,0.001304446,0.001076972,0.001947126,0.003030241,0.002414138,0.01357602,0.04601828],"category_scores_gemma":[0.01968164,0.0006212957,0.0008192889,0.0005182326,0.001343997,0.004211622,0.001392124,0.01217282,0.0236858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001378293,"about_ca_system_score_gemma":0.001920377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009444432,"about_ca_topic_score_gemma":0.001176451,"domain_scores_codex":[0.9986287,0.0003345713,0.0001824646,0.0002807331,0.0003174834,0.0002559497],"domain_scores_gemma":[0.9930057,0.00231193,0.00058187,0.0002601226,0.00241322,0.001427296],"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":[0.00004896081,0.00002759541,0.00039359,0.0001605859,0.00001404905,0.01008298,0.00007825244,0.00006119991,0.0001186085,0.0007695172,0.9747772,0.01346749],"study_design_scores_gemma":[0.00006340519,0.00006721198,0.0008089638,0.000616538,0.00002644808,0.04407211,0.0003897302,0.000282737,0.00033753,0.002408726,0.9508795,0.00004721158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002963631,0.01738811,0.0006805776,0.4778424,0.4767791,0.00005855394,0.0003285269,0.0003629853,0.02359598],"genre_scores_gemma":[0.02567623,0.0167638,0.0006568589,0.4475936,0.4728054,0.00007751024,0.0003003647,0.000235122,0.03589101],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04601828,"threshold_uncertainty_score":0.1539465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821791808616514,"score_gpt":0.3014402947243381,"score_spread":0.283222376638173,"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."}}