{"id":"W4408165571","doi":"10.1016/j.ebiom.2025.105631","title":"Cellular blueprint of healthy and diseased human epiglottis and subglottis—a study of the Canadian Airways Research (CARE) group","year":2025,"lang":"en","type":"article","venue":"EBioMedicine","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; University of British Columbia; St. Michael's Hospital; Western University","funders":"Physicians' Services Incorporated Foundation; Academic Medical Organization of Southwestern Ontario","keywords":"Subglottis; Epiglottis; Medicine; Blueprint; Pathology; Larynx; Anatomy; Glottis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005577703,0.0002771734,0.0004087445,0.001001504,0.00171772,0.001018013,0.0004588808,0.0006663955,0.001101399],"category_scores_gemma":[0.0005064093,0.0001896747,0.0003654857,0.0009839596,0.001037839,0.000193842,0.0005594544,0.0004478412,0.0002829201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003587995,"about_ca_system_score_gemma":0.004163952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3896815,"about_ca_topic_score_gemma":0.4999207,"domain_scores_codex":[0.9994474,0.00002972946,0.00001517179,0.0001536043,0.0001886348,0.0001655683],"domain_scores_gemma":[0.9996021,0.00002879815,0.00003910095,0.00004198946,0.0002007135,0.00008737361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002079681,0.0001502753,0.367649,0.0007391253,0.0002979813,0.002323483,0.007330615,0.0005874147,0.5564028,0.001536744,0.006337183,0.05456573],"study_design_scores_gemma":[0.00001108773,0.0001524933,0.9837985,0.00003433333,0.00006251506,0.0009050344,0.00171075,0.0003455699,0.00567076,0.0001301922,0.007155722,0.00002298095],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891705,0.004480419,0.0008193044,0.0002745016,0.00003223984,0.00008325296,0.002754794,0.00002207704,0.002363008],"genre_scores_gemma":[0.989661,0.002404156,0.00121554,0.0004217415,0.00002563451,0.00005937996,0.004028521,0.00001957251,0.002164464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6103185,"threshold_uncertainty_score":0.7748266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02949264618645456,"score_gpt":0.3538809851108454,"score_spread":0.3243883389243908,"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."}}