{"id":"W3137353579","doi":"10.1016/j.healun.2021.01.467","title":"Pulmonary Macrophage Subsets Associated with Lung Allograft Dysfunction Revealed by Single-Cell RNA Sequencing","year":2021,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Lung; Medicine; Proinflammatory cytokine; Bronchoalveolar lavage; Transcriptome; Lung transplantation; Cell; Immunology; Pathology; Inflammation; Gene; Biology; Gene expression; Internal medicine; Genetics","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":[0.0004745412,0.0002073419,0.0002227366,0.0005766941,0.000206998,0.0006190048,0.0001643275,0.0003654212,0.0006602039],"category_scores_gemma":[0.0005535998,0.0001215848,0.0001888623,0.0002770815,0.0003690974,0.0001555626,0.0002436853,0.0003826895,0.0002070959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009758559,"about_ca_system_score_gemma":0.0001191324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001936318,"about_ca_topic_score_gemma":0.0004171389,"domain_scores_codex":[0.9996896,0.00006816275,0.00002893628,0.00007336714,0.00007584202,0.00006421754],"domain_scores_gemma":[0.9997099,0.00009406354,0.00007184204,0.00003471643,0.00005449335,0.00003499722],"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":[0.0007103394,0.00004223218,0.05771259,0.00007386955,0.00004702004,0.0006422261,0.0002075658,0.0001405637,0.9314828,0.0001754436,0.0001290899,0.008636395],"study_design_scores_gemma":[0.00006310775,0.0009659505,0.6245503,0.00009220672,0.0002888959,0.005566072,0.001325502,0.004445117,0.356977,0.000972077,0.004724204,0.00002958201],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946439,0.0008085294,0.003244896,0.00009656851,0.00002342007,0.00003487348,0.000405152,0.00002634893,0.0007161783],"genre_scores_gemma":[0.9948375,0.0004039417,0.003474215,0.0001345979,0.00003283617,0.00006811442,0.0004105336,0.00001296448,0.0006252683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006602039,"threshold_uncertainty_score":0.002509654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527959335630031,"score_gpt":0.2568636326081538,"score_spread":0.2415840392518535,"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."}}