{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001589998,0.000937015,0.0004129719,0.003263347,0.0002709189,0.0006363789,0.0008797365,0.0004834455,0.001677166],"category_scores_gemma":[0.005231615,0.0002114224,0.0005320434,0.002143192,0.0003925739,0.0004258617,0.0007005215,0.0005776326,0.0003985477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007765128,"about_ca_system_score_gemma":0.001295942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02448045,"about_ca_topic_score_gemma":0.03266808,"domain_scores_codex":[0.9987203,0.0003257518,0.0002051888,0.0002051088,0.000441549,0.0001022076],"domain_scores_gemma":[0.9967541,0.0005041983,0.001771063,0.00009820955,0.0005908791,0.0002815076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008384191,0.0000216749,0.988135,0.00008530424,0.00003761638,0.00008449329,0.00005278759,0.0002360896,0.0003377495,0.00004954515,0.001355767,0.00952018],"study_design_scores_gemma":[0.000009042625,0.00008193414,0.9976897,0.00006207995,0.00003016946,0.0003762147,0.00004648661,0.0005662178,0.0001994431,0.00002928939,0.0009014719,0.000007780613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9470411,0.00440176,0.006483647,0.001114033,0.0001594147,0.0007240756,0.03228487,0.0003949603,0.007396186],"genre_scores_gemma":[0.9720614,0.001245208,0.01195534,0.0001520862,0.00009061246,0.0005414003,0.01325649,0.00002227889,0.0006751101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02448045,"threshold_uncertainty_score":0.04867589,"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."}}