{"id":"W4399390223","doi":"10.20944/preprints202406.0367.v1","title":"Upper Airway Alarmin Cytokine Expression in Asthma of Different Severities","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"AstraZeneca","keywords":"Airway; Asthma; Cytokine; Immunology; Medicine; Expression (computer science); Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003901246,0.0002413812,0.0003329968,0.0005352678,0.0002391588,0.0003815519,0.0001488571,0.000400403,0.001189422],"category_scores_gemma":[0.0006673291,0.0001477697,0.0002006369,0.000373378,0.0002571979,0.0002155923,0.0003864583,0.0003264551,0.0002075836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001772062,"about_ca_system_score_gemma":0.00007896533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003806379,"about_ca_topic_score_gemma":0.0004363427,"domain_scores_codex":[0.9997887,0.00003824616,0.00002239386,0.00005830291,0.00004597797,0.00004631741],"domain_scores_gemma":[0.9995432,0.00007136017,0.0002200275,0.00001920549,0.00004948451,0.00009678779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002214001,0.00008997988,0.920475,0.000106173,0.00005029679,0.0004439253,0.0002347849,0.0001111947,0.07023809,0.00002872449,0.00009654058,0.005911285],"study_design_scores_gemma":[0.000008319515,0.000208292,0.997977,0.000004772359,0.00001630523,0.0004580025,0.00008821252,0.00009564181,0.001022828,0.00001978165,0.00009904314,0.000001966283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991749,0.0004777552,0.00007948153,0.00001131164,0.000002621279,0.000007891306,0.0001067456,0.000003604427,0.0001358091],"genre_scores_gemma":[0.9994177,0.0001244707,0.0001448785,0.00001781072,0.000007804949,0.00001072997,0.0002017068,0.000001597389,0.0000732577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001189422,"threshold_uncertainty_score":0.003978968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05125287024510117,"score_gpt":0.3318813805940425,"score_spread":0.2806285103489413,"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."}}