{"id":"W4366463338","doi":"10.4168/aair.2023.15.3.406","title":"Impact of Airway Virus in Severe Asthmatic Patients: A Pilot Study","year":2023,"lang":"en","type":"article","venue":"Allergy Asthma and Immunology Research","topic":"Respiratory viral infections research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Asthma; Bronchoalveolar lavage; Virus; Immunology; Airway; Cytokine; Lung; Internal medicine; 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":[0.0004504996,0.0004463226,0.0006052479,0.0003542468,0.0009159767,0.0005881377,0.0001582185,0.0006446492,0.002065229],"category_scores_gemma":[0.000912425,0.0001949925,0.0004847564,0.0002779955,0.0003538122,0.0003759823,0.0005542656,0.0006905875,0.0004297641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002493185,"about_ca_system_score_gemma":0.0004222077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009516294,"about_ca_topic_score_gemma":0.001060854,"domain_scores_codex":[0.9996608,0.0001147961,0.00002778389,0.00006264116,0.00004824785,0.00008563199],"domain_scores_gemma":[0.9992808,0.0001411684,0.00009980871,0.00005423976,0.00007410112,0.000349977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007178505,0.006126046,0.9605275,0.000156748,0.0001176493,0.003409614,0.001292242,0.0000808162,0.01026117,0.00008614982,0.0003470433,0.01041644],"study_design_scores_gemma":[0.0004089891,0.04302855,0.9497722,0.0000189168,0.00009768699,0.00327974,0.001415093,0.0001796029,0.0006081364,0.00006354613,0.001109606,0.00001812488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994473,0.0001350388,0.00002879464,0.00002096686,0.000006117097,0.00004888805,0.00004790609,0.000001248592,0.0002638194],"genre_scores_gemma":[0.9992024,0.0001343264,0.00009760557,0.00008514138,0.00004902064,0.00004756058,0.000141494,0.000001163289,0.0002412165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002065229,"threshold_uncertainty_score":0.006908894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08084530935353632,"score_gpt":0.4155198313962361,"score_spread":0.3346745220426998,"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."}}