{"id":"W2922469740","doi":"10.1097/jom.0000000000001562","title":"Association Between Depression, Lung Function, and Inflammatory Markers in Patients with Asthma and Occupational Asthma","year":2019,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal; Fonds de Recherche du Québec - Santé; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Asthma; Spirometry; Depression (economics); Internal medicine; Occupational asthma; Methacholine; Sputum; Major depressive disorder; Inhalation; Bronchial hyperresponsiveness; Lung; Psychiatry; Respiratory disease; Pathology; Tuberculosis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003588322,0.0002022615,0.0003544009,0.0004169325,0.0003453371,0.0004743309,0.000194217,0.0004111105,0.001477739],"category_scores_gemma":[0.001577114,0.0001665506,0.0002218581,0.0004583311,0.0002179908,0.0001894941,0.0002658146,0.0004258064,0.0001821207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001615028,"about_ca_system_score_gemma":0.0001520097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001273362,"about_ca_topic_score_gemma":0.002353022,"domain_scores_codex":[0.9997078,0.00008247654,0.00004453143,0.0000432071,0.00006786561,0.00005410481],"domain_scores_gemma":[0.9990816,0.000175571,0.0004482708,0.00002762026,0.00007399506,0.0001929247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007477372,0.0000226847,0.9992862,0.000004726921,0.00001875352,0.00004880239,0.00001730618,0.000006764284,0.0001054371,0.000002918683,0.00001927772,0.0003923793],"study_design_scores_gemma":[0.000006596661,0.0000780599,0.999501,0.000004021014,0.00001097227,0.0002479369,0.00005897156,0.0000397602,0.00001396052,0.000005077419,0.00003259064,9.644068e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990755,0.0004927929,0.00002707179,0.00004086101,0.000005201216,0.000006199162,0.00007919845,0.000001029679,0.0002721555],"genre_scores_gemma":[0.999699,0.0001099298,0.00003096326,0.00001736722,0.000008765463,0.000003571401,0.00007101728,2.315582e-7,0.00005907224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001477739,"threshold_uncertainty_score":0.00494355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004625520541705382,"score_gpt":0.2196596407598704,"score_spread":0.215034120218165,"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."}}