{"id":"W4388960867","doi":"10.1101/2023.11.23.568456","title":"IFN-γ primes bone marrow neutrophils to acquire regulatory functions in severe viral respiratory infections","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Immune cells in cancer","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Université François-Rabelais; Agence Nationale de la Recherche","keywords":"Inflammation; Immunology; Immune system; Bone marrow; Transcriptome; Blockade; Respiratory system; Biology; Medicine; Receptor; Gene expression; Gene; Internal medicine","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":[0.0002033595,0.000249271,0.000205296,0.0001351254,0.00007871716,0.0002406933,0.0001137368,0.0002432229,0.0009983587],"category_scores_gemma":[0.0001082838,0.00008505629,0.0001270738,0.00006541627,0.0001763845,0.0001021931,0.000190188,0.0006091552,0.0002743053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132715,"about_ca_system_score_gemma":0.0001197514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001402412,"about_ca_topic_score_gemma":0.0001687218,"domain_scores_codex":[0.9999052,0.00002424522,0.000007932135,0.00001865194,0.00001708275,0.00002681437],"domain_scores_gemma":[0.9999466,0.000009743743,0.00001648755,0.000008298053,0.000004001341,0.00001486502],"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":[0.0003900811,0.00003492675,0.00040746,0.00002630984,0.000002322627,0.00005969707,0.00001847758,0.00007028421,0.9966527,0.0001068308,0.00005512747,0.002175862],"study_design_scores_gemma":[0.0000793696,0.0009914153,0.01710923,0.00002181636,0.00001381115,0.000669567,0.0001029392,0.00144755,0.9761084,0.0002463756,0.003203679,0.000005859207],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941124,0.001548612,0.002884361,0.0001179209,0.00004033458,0.00004392313,0.0003156048,0.00007201603,0.0008648788],"genre_scores_gemma":[0.9964778,0.0004754124,0.001205103,0.00009470356,0.00001657633,0.00003534658,0.0003776708,0.00001104977,0.001306332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009983587,"threshold_uncertainty_score":0.003339827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631733499194588,"score_gpt":0.2311659258515555,"score_spread":0.2148485908596096,"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."}}