{"id":"W2751428329","doi":"10.1177/1177271917730306","title":"Inhaled Steroids and Active Smoking Drive Chronic Obstructive Pulmonary Disease Symptoms and Biomarkers to a Greater Degree Than Airflow Limitation","year":2017,"lang":"en","type":"article","venue":"Biomarker Insights","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Pulmonary disease; Inhaled corticosteroids; COPD; Inhalation; Intensive care medicine; Airflow; Disease; Air pollutants; Asthma; Internal medicine; Air pollution; 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":[0.0006688884,0.0004459399,0.0004472971,0.0005760363,0.000405749,0.0008962691,0.0003535038,0.0009958565,0.00237706],"category_scores_gemma":[0.001779499,0.0002141083,0.0003700324,0.0007420371,0.0005598128,0.0004495029,0.0005031919,0.0006678457,0.0003785625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001697262,"about_ca_system_score_gemma":0.0003759466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008917022,"about_ca_topic_score_gemma":0.0009717826,"domain_scores_codex":[0.9994034,0.0001463173,0.00006092298,0.00012996,0.0001961358,0.00006337362],"domain_scores_gemma":[0.9975732,0.0005529518,0.001221317,0.0001447592,0.0001588399,0.0003489201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002466309,0.00007571469,0.9934267,0.00003394228,0.00007540844,0.00009801761,0.00003226334,0.0000249049,0.002848348,0.00003120668,0.00005369765,0.003053263],"study_design_scores_gemma":[0.000004616724,0.000106112,0.9992237,0.000006700046,0.00002817442,0.0002853927,0.00002619074,0.00004903721,0.0001217475,0.00003928596,0.0001072485,0.000001885796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960871,0.002205034,0.0002168776,0.0002381444,0.00002106703,0.00002433425,0.0002268094,0.000007301938,0.0009733643],"genre_scores_gemma":[0.9985836,0.0004892601,0.0002054325,0.0001567345,0.00008829889,0.00001558195,0.0002306792,0.000002982001,0.000227387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00237706,"threshold_uncertainty_score":0.007952094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03931680630898082,"score_gpt":0.295468235904665,"score_spread":0.2561514295956842,"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."}}