{"id":"W2095716399","doi":"10.1002/ppul.23003","title":"Neck circumference percentile: A screening tool for pediatric obstructive sleep apnea","year":2014,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada; Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Percentile; Waist; Body mass index; Polysomnography; Obstructive sleep apnea; Population; Circumference; Pediatrics; Demography; Apnea; Internal medicine; Environmental health; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005433509,0.0004381085,0.0007869105,0.0008479743,0.0002862485,0.00005250944,0.0004902369,0.0004548632,0.0002941926],"category_scores_gemma":[0.00226048,0.0004322013,0.0003060445,0.001007977,0.0001746863,0.0002330258,0.0002743741,0.000746928,0.0002492323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001785639,"about_ca_system_score_gemma":0.0001150026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000299992,"about_ca_topic_score_gemma":0.0000028551,"domain_scores_codex":[0.9961867,0.0001893299,0.0006674507,0.001086134,0.0005388528,0.001331478],"domain_scores_gemma":[0.9971711,0.0008138563,0.0002727965,0.0007881257,0.0005803312,0.0003737872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006327255,0.0002540599,0.8943273,0.0004490516,0.0001188844,0.00004335097,0.0002155448,0.00002653896,0.0006381705,0.001403597,0.0006856701,0.1012051],"study_design_scores_gemma":[0.005393658,0.001233097,0.9636564,0.000005824123,0.0009841148,0.0003255757,0.000187739,0.02148841,0.0002332289,0.001900985,0.003848055,0.0007429688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9118497,0.0006117991,0.0825614,0.000798805,0.0008820506,0.001516368,0.00005215464,0.0002481916,0.001479513],"genre_scores_gemma":[0.9790218,0.0001263216,0.01584459,0.0002112626,0.003995562,0.000350172,0.00008760559,0.00009639783,0.0002662805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1004621,"threshold_uncertainty_score":0.999813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206254209027053,"score_gpt":0.2840507765858042,"score_spread":0.2619882344955337,"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."}}