{"id":"W2034231942","doi":"10.1001/archotol.133.7.672","title":"Airway Pathologic Abnormalities in Symptomatic Children With Congenital Cardiac and Vascular Disease","year":2007,"lang":"en","type":"article","venue":"Archives of Otolaryngology - Head and Neck Surgery","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Stridor; Airway; Subglottic stenosis; Pediatrics; Referral; Population; Vocal cord paralysis; Surgery; Paralysis","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":[0.0002575763,0.0001817864,0.0005828284,0.0002631002,0.00005763673,0.000005242771,0.00003719158,0.00006465479,0.000009567121],"category_scores_gemma":[0.00006141133,0.0001374288,0.0001166667,0.0001029565,0.0006252718,0.00008501532,0.00004193621,0.0001747932,0.000001335594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003757133,"about_ca_system_score_gemma":0.00006295799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001277355,"about_ca_topic_score_gemma":0.00006173224,"domain_scores_codex":[0.9988528,0.00009009303,0.0003168715,0.0002743194,0.0001084257,0.0003574575],"domain_scores_gemma":[0.9989726,0.0005481882,0.00006661436,0.0001738888,0.00001194215,0.0002267931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004213994,0.0001763492,0.9930938,0.0002290061,0.0001367169,0.0001673242,0.0005521873,7.450618e-7,0.0001672416,0.0001495327,0.00000737694,0.004898281],"study_design_scores_gemma":[0.0009843637,0.0002752851,0.9976836,0.0001831776,0.0001088306,0.000118519,0.0001450589,0.00001774055,0.00008195557,0.000216567,0.00003313725,0.0001517153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930538,0.005772912,0.00002333391,0.0001855635,0.00003335183,0.0003368443,0.00002002234,0.00003380806,0.0005403697],"genre_scores_gemma":[0.9981809,0.00127389,0.0002254741,0.0001718537,0.00002956238,0.00001578941,0.00005831073,0.00001530668,0.00002888432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005127134,"threshold_uncertainty_score":0.5604182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00849038435517668,"score_gpt":0.2258118865328738,"score_spread":0.2173215021776971,"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."}}