{"id":"W1990266106","doi":"10.1002/lary.21025","title":"Prevalence of laryngomalacia in children presenting with sleep‐disordered breathing","year":2010,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta Hospital","funders":"","keywords":"Laryngomalacia; Medicine; Stridor; Pediatrics; Polysomnography; Retrospective cohort study; Medical record; Dysphagia; Tracheomalacia; Airway; Surgery; Apnea; Anesthesia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002848442,0.0001476573,0.0002414917,0.00007137223,0.00007129887,0.00001206444,0.0002186064,0.00007491413,0.0001656046],"category_scores_gemma":[0.00006482675,0.00008932793,0.00005409456,0.000279788,0.0001645355,0.0001150886,0.00006738801,0.000510122,0.00001480103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005980079,"about_ca_system_score_gemma":0.00005163538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004961757,"about_ca_topic_score_gemma":0.0001787462,"domain_scores_codex":[0.9989507,0.000042453,0.0002405152,0.0002294131,0.0002437751,0.0002931634],"domain_scores_gemma":[0.9993516,0.00005301129,0.00009859013,0.0003897777,0.00004293068,0.00006409848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001061891,0.000198004,0.9908915,0.0001831162,0.00004046125,0.000005979866,0.0007256814,0.0000176708,0.006023819,0.000174726,0.00003334077,0.001599533],"study_design_scores_gemma":[0.001332024,0.0001399362,0.9946768,0.0001190844,0.00007329672,0.00009285972,0.00007141125,0.0003088945,0.002884869,0.0001107828,0.00008265458,0.0001073644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924336,0.0004112802,0.00002118582,0.001305661,0.00003596771,0.0005984355,0.000007405135,0.00005225523,0.005134215],"genre_scores_gemma":[0.9984152,0.00005484534,0.0006187946,0.0001571044,0.00005954379,0.0000223802,0.00000737134,0.00002502214,0.0006397738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005981571,"threshold_uncertainty_score":0.3642687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005779350106661655,"score_gpt":0.2328856926409978,"score_spread":0.2271063425343361,"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."}}