{"id":"W6889086029","doi":"10.25384/sage.21304203.v1","title":"sj-pdf-1-bmi-10.1177_1177271917730306 – Supplemental material for Inhaled Steroids and Active Smoking Drive Chronic Obstructive Pulmonary Disease Symptoms and Biomarkers to a Greater Degree Than Airflow Limitation","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute","funders":"","keywords":"Pulmonary disease; Inhaled corticosteroids; Biomarker; COPD; Airflow; Disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001269034,0.001159055,0.0009028638,0.001954922,0.001230549,0.00297569,0.002154726,0.003578964,0.8568551],"category_scores_gemma":[0.006538884,0.001112966,0.001148891,0.001571617,0.0004108985,0.002326196,0.001700396,0.002335046,0.5639552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000976364,"about_ca_system_score_gemma":0.001516901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00380292,"about_ca_topic_score_gemma":0.007841893,"domain_scores_codex":[0.999211,0.00009668303,0.00006319547,0.0001480627,0.0003393345,0.0001416719],"domain_scores_gemma":[0.995618,0.001903997,0.0003294429,0.0003726259,0.0009416378,0.000834256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001824307,0.0001247402,0.0008518049,0.0002693196,0.00001707877,0.0000754459,0.00002120089,0.00008870916,0.001160023,0.001070798,0.976732,0.01940645],"study_design_scores_gemma":[0.0003681169,0.0001911487,0.009930728,0.0005853162,0.00004389779,0.0004900141,0.00009422852,0.0004793307,0.00259804,0.003475658,0.9816793,0.0000641598],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00338937,0.002459416,0.008796129,0.009227361,0.009005887,0.000730532,0.7502425,0.01631971,0.1998292],"genre_scores_gemma":[0.02396062,0.003478085,0.01864212,0.0076527,0.004017625,0.001146447,0.547007,0.01127633,0.3828191],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8568551,"threshold_uncertainty_score":0.2041789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02988251583203356,"score_gpt":0.2811571966387854,"score_spread":0.2512746808067518,"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."}}