{"id":"W4248998389","doi":"10.22541/au.163252983.37077942/v1","title":"Pediatric anterior larynx: presentations and associations","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Swallowing; Stridor; Larynx; Pediatrics; Perioperative; Airway; Cohort; Laryngoscopy; Retrospective cohort study; Laryngomalacia; Demographics; Intubation; Surgery; Internal medicine; Demography","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":[0.0003992184,0.0003835121,0.0003222254,0.001361076,0.0005153524,0.0005681469,0.0003581077,0.0004956108,0.002299662],"category_scores_gemma":[0.001896364,0.000234068,0.0001962668,0.001276185,0.0007192416,0.0008377651,0.0007926343,0.0004901144,0.0003283462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002592223,"about_ca_system_score_gemma":0.000430072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001162066,"about_ca_topic_score_gemma":0.001205528,"domain_scores_codex":[0.9993232,0.00009277108,0.000104929,0.0001664742,0.0001897295,0.0001228234],"domain_scores_gemma":[0.99847,0.000306921,0.000891779,0.00004369752,0.0001031225,0.0001845266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002575267,0.00001863853,0.9884312,0.00002571605,0.00001261089,0.007413032,0.0001303699,0.00004831329,0.0005275545,0.00006561352,0.0001702811,0.003130979],"study_design_scores_gemma":[0.000004894727,0.0001051341,0.8598757,0.00004433911,0.00001961603,0.1381129,0.0007575313,0.0001485798,0.0002078472,0.00009375237,0.0006237368,0.000005868499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959358,0.002610556,0.0002022996,0.000107867,0.00001127773,0.000009747151,0.0001665475,0.00001440088,0.000941492],"genre_scores_gemma":[0.9982871,0.001163379,0.0002199204,0.0000229678,0.00003528018,0.00000711903,0.0001739475,0.000003613168,0.00008663182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002299662,"threshold_uncertainty_score":0.007693172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02243612460070891,"score_gpt":0.3072932809233214,"score_spread":0.2848571563226125,"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."}}