{"id":"W4225318216","doi":"10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a3928","title":"Elucidation the Role of Macrophage Ageing in Idiopathic Pulmonary Fibrosis","year":2022,"lang":"en","type":"article","venue":"","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Ageing; Macrophage; Pulmonary fibrosis; Fibrosis; Idiopathic pulmonary fibrosis; Healthy ageing; Medicine; Pathology; Lung; Biology; 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":[0.0008133147,0.0001781155,0.0002995878,0.0005000948,0.000201002,0.0003765121,0.0002444653,0.0005318766,0.000692611],"category_scores_gemma":[0.0004137067,0.0001026374,0.0002337664,0.000166537,0.0004714289,0.0005834692,0.0003885449,0.0005237235,0.0001544756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001457694,"about_ca_system_score_gemma":0.0002390027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002426228,"about_ca_topic_score_gemma":0.0002809163,"domain_scores_codex":[0.9998404,0.00005557932,0.00001599709,0.00002259763,0.00002848707,0.00003695121],"domain_scores_gemma":[0.9998134,0.00004427539,0.00003763044,0.00002243945,0.00005118091,0.00003111736],"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":[0.001919136,0.0001907202,0.02843769,0.0008345775,0.00006436651,0.001749162,0.0008444466,0.0002422167,0.8893268,0.006376197,0.001169074,0.06884567],"study_design_scores_gemma":[0.000343648,0.003871622,0.4009179,0.0006846019,0.0004157162,0.01754857,0.003459675,0.006458065,0.4223453,0.02228496,0.1215947,0.00007525276],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.910172,0.07913056,0.005657396,0.001893199,0.0003515579,0.00003992015,0.0001056259,0.00002450035,0.002625154],"genre_scores_gemma":[0.9819494,0.01326416,0.002281953,0.0004391155,0.0003274694,0.00003158188,0.0000830907,0.000005350001,0.001617802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008133147,"threshold_uncertainty_score":0.00430131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005761322869146892,"score_gpt":0.2248706545737487,"score_spread":0.2191093317046018,"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."}}