{"id":"W2152775725","doi":"10.1186/1916-0216-43-13","title":"Validation of pharyngeal findings on sleep nasopharyngoscopy in children with snoring/sleep disordered breathing","year":2014,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta Hospital","funders":"","keywords":"Kappa; Medicine; Sleep disordered breathing; Cohen's kappa; Otorhinolaryngology; Audiology; Internal medicine; Obstructive sleep apnea; Surgery; Mathematics","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":[0.02381339,0.0004940498,0.000416972,0.001504313,0.000467695,0.0006184546,0.0008583132,0.0006363619,0.0009142334],"category_scores_gemma":[0.07009324,0.0004042702,0.0006243697,0.000591261,0.001002935,0.00105818,0.001716095,0.0005973889,0.0003613934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005169447,"about_ca_system_score_gemma":0.0009883469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00221864,"about_ca_topic_score_gemma":0.003361337,"domain_scores_codex":[0.9783729,0.009243765,0.003317058,0.002222122,0.006059042,0.0007851971],"domain_scores_gemma":[0.9419894,0.02606252,0.009755947,0.004335782,0.01679045,0.001065879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004491626,0.00007921434,0.9532176,0.0004069736,0.0001114624,0.0004614109,0.004776576,0.0004435913,0.01918729,0.00006673894,0.0001772075,0.02062291],"study_design_scores_gemma":[0.00002397145,0.0009322502,0.9769713,0.0001389666,0.0000924408,0.002693007,0.001962477,0.00213804,0.01405905,0.0000382191,0.0009232354,0.00002712211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944542,0.0003507567,0.003821283,0.00002624735,0.00002393409,0.0001215825,0.0001175722,0.00003591343,0.00104844],"genre_scores_gemma":[0.993891,0.0001197071,0.00555444,0.00001671194,0.000009489485,0.00006748207,0.0002009774,0.00001302491,0.0001271601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02381339,"threshold_uncertainty_score":0.1259388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0151990369904591,"score_gpt":0.2785914853937216,"score_spread":0.2633924484032625,"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."}}