{"id":"W4200345900","doi":"10.22541/au.163863564.43452884/v1","title":"Eosinophilic airway inflammation in patients with atopic dermatitis","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Asthma; Methacholine; Atopic dermatitis; Sputum; Atopy; Allergy; Eosinophilic; Population; Spirometry; Immunology; Internal medicine; Respiratory disease; Lung; Pathology; Tuberculosis","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003082208,0.0003729378,0.0005887038,0.0008651538,0.0005957754,0.0006224072,0.000265661,0.0007128225,0.004587283],"category_scores_gemma":[0.001828288,0.0002024988,0.000260731,0.001062099,0.0002543979,0.0006338494,0.0002594391,0.0007011951,0.0004969237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001702718,"about_ca_system_score_gemma":0.0001361202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008529002,"about_ca_topic_score_gemma":0.001034108,"domain_scores_codex":[0.9997119,0.00006228366,0.00004564477,0.00006443849,0.00006224013,0.00005350862],"domain_scores_gemma":[0.9991612,0.0002455412,0.0002731548,0.00003388721,0.0001110741,0.0001751024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002806715,0.00006077976,0.990764,0.0000466112,0.00002598635,0.003139225,0.00008863524,0.00002030004,0.000565656,0.00002868094,0.000649799,0.004329584],"study_design_scores_gemma":[0.00003694565,0.0001986147,0.9857597,0.00004337298,0.00004681922,0.01248499,0.0002312488,0.0001430233,0.0001200322,0.00005831204,0.0008689293,0.000008132407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914841,0.003705822,0.0001496765,0.0005036763,0.0001094995,0.00003841045,0.0003629832,0.00001695213,0.00362888],"genre_scores_gemma":[0.9981444,0.0008325746,0.0001194159,0.0001717826,0.0002211791,0.0000130365,0.0002134968,0.00000267122,0.000281362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004587283,"threshold_uncertainty_score":0.01534605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006791215132087245,"score_gpt":0.2252347320924961,"score_spread":0.2184435169604089,"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."}}