{"id":"W2142862286","doi":"10.1016/j.rmed.2005.04.026","title":"Clinical features and airway inflammation in mild asthma versus asymptomatic airway hyperresponsiveness","year":2005,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke; Université du Québec à Chicoutimi; McGill University; Université Laval; Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Asymptomatic; Bronchoconstriction; Methacholine; Eosinophil cationic protein; Asthma; Sputum; Eosinophil; Bronchial hyperresponsiveness; Airway; Immunology; Internal medicine; Gastroenterology; Respiratory disease; Lung; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001290353,0.0003526364,0.0008204645,0.0004986678,0.0001159607,0.00001455062,0.0001433348,0.0003118292,0.0002835854],"category_scores_gemma":[0.001695093,0.000264409,0.0001262368,0.0004337244,0.0005429682,0.000215935,0.00007068492,0.0005242148,0.00009940939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379745,"about_ca_system_score_gemma":0.0003323347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000124415,"about_ca_topic_score_gemma":0.0001025551,"domain_scores_codex":[0.9969412,0.0004500228,0.001007059,0.0005578449,0.0006160714,0.0004277887],"domain_scores_gemma":[0.9978281,0.0007146679,0.0002213326,0.0005278179,0.0001566314,0.0005515064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008774577,0.0005635944,0.1499127,0.0006696235,0.0001767834,0.0005848486,0.001030425,0.0001103654,0.009804426,0.0004555052,0.0159933,0.8119239],"study_design_scores_gemma":[0.01686493,0.002774995,0.7169767,0.001164861,0.0001556211,0.00006011948,0.0006138692,0.0002543414,0.001716458,0.00001477812,0.2590315,0.0003718254],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808999,0.01110848,0.00002732146,0.003786804,0.0005020878,0.0006355582,0.000004374117,0.0001223947,0.002913063],"genre_scores_gemma":[0.9928461,0.000283212,0.0002063752,0.003100407,0.002980104,0.00005089734,0.00001726893,0.00005237776,0.0004633149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.811552,"threshold_uncertainty_score":0.9999808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03457476138617509,"score_gpt":0.3492395113801404,"score_spread":0.3146647499939653,"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."}}