{"id":"W3092130866","doi":"10.3390/biomedicines8100398","title":"Abundance of Non-Polarized Lung Macrophages with Poor Phagocytic Function in Chronic Obstructive Pulmonary Disease (COPD)","year":2020,"lang":"en","type":"article","venue":"Biomedicines","topic":"Immune cells in cancer","field":"Immunology and Microbiology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"COPD; Pulmonary disease; Lung; Lung function; Medicine; Abundance (ecology); Immunology; Phagocytosis; Microbiology; Macrophage; Pathology; Pulmonary function testing; Biology; Internal medicine; In vitro; Ecology; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.00007476832,0.0002029014,0.0003652873,0.0001273492,0.00005811497,0.000003755703,0.0001948289,0.0001138233,0.000372536],"category_scores_gemma":[0.00003969025,0.0001560084,0.00005022379,0.0004522929,0.0005782898,0.0001007821,0.00006086799,0.0002203935,0.00005821959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001697995,"about_ca_system_score_gemma":0.0002691869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001513851,"about_ca_topic_score_gemma":0.000009613326,"domain_scores_codex":[0.9989256,0.00007117889,0.0003068285,0.0003452014,0.00006095122,0.0002902485],"domain_scores_gemma":[0.9994559,0.00005753295,0.0001647719,0.0002135109,0.00006711732,0.00004113407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003589994,0.00006153718,0.01055401,0.0004499387,0.0001350822,0.00006086871,0.0003711045,0.0000155174,0.9814737,0.00001804748,0.0005994841,0.002670754],"study_design_scores_gemma":[0.01411915,0.002471019,0.7185017,0.0009916155,0.0006026845,0.00005789462,0.001105108,0.00107733,0.2450546,0.0001089462,0.01510961,0.0008003482],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9219642,0.07289857,0.001281879,0.001189736,0.001528565,0.0006794445,0.0000645558,0.00007642146,0.0003165879],"genre_scores_gemma":[0.9986348,0.0001894407,0.00005880583,0.000289154,0.0001517622,0.00004097484,0.00009547696,0.00002535481,0.0005142218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.736419,"threshold_uncertainty_score":0.6361837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008162698429614564,"score_gpt":0.234000513814015,"score_spread":0.2258378153844005,"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."}}