{"id":"W2746932197","doi":"10.1038/s41598-017-10126-2","title":"The cellular and molecular determinants of emphysematous destruction in COPD","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"IL-33, ST2, and ILC Pathways","field":"Immunology and Microbiology","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health; Grifols","keywords":"COPD; Infiltration (HVAC); CD8; Pathology; Lung; Phenotype; Innate lymphoid cell; Lymphatic system; Histology; Immunology; Inducer; Biology; Medicine; Immune system; Innate immune system; Gene; Internal medicine","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":[0.0001079601,0.0001099472,0.0001267228,0.0003525255,0.0001393513,0.0001948137,0.00006059579,0.0001512525,0.0005502832],"category_scores_gemma":[0.0001132324,0.00007636309,0.00006338296,0.0001761825,0.0002397111,0.00009390749,0.0001696011,0.0002136169,0.0001046976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000129304,"about_ca_system_score_gemma":0.000130139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002553974,"about_ca_topic_score_gemma":0.0004852407,"domain_scores_codex":[0.9999385,0.00001115555,0.000003633719,0.00001435219,0.00001779672,0.00001460775],"domain_scores_gemma":[0.9999048,0.00001689505,0.00003515117,0.000009151237,0.00001073144,0.00002333892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004416689,0.00006372545,0.04253724,0.00005159758,0.000007575603,0.0001926863,0.00006245141,0.0000730418,0.9508314,0.0001277286,0.00005817128,0.005552672],"study_design_scores_gemma":[0.00001171425,0.0003286675,0.883945,0.000009982148,0.00002180123,0.001085294,0.0002150566,0.0004683673,0.1128293,0.0001684726,0.0009122582,0.000004171231],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988284,0.0005751295,0.000241155,0.00002246449,0.000001907684,0.000005871178,0.00006756734,0.000004509172,0.0002529802],"genre_scores_gemma":[0.9988691,0.0002887001,0.0002427262,0.000009845985,0.000005088902,0.00001313256,0.0001432031,0.000001396077,0.0004267052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005502832,"threshold_uncertainty_score":0.00184083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093348466520321,"score_gpt":0.2384965849826605,"score_spread":0.2275631003174573,"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."}}