{"id":"W3153999743","doi":"10.1111/imm.13334","title":"Can we treat inflammation by managing misbehaving monocytes?","year":2021,"lang":"en","type":"letter","venue":"Immunology","topic":"interferon and immune responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Inflammation; Monocyte; Macrophage; Immunology; Biology; Cell biology; In vitro; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0001555953,0.0006908033,0.0009736429,0.0004562517,0.000312794,0.00008098184,0.0007190672,0.002797605,0.003123939],"category_scores_gemma":[0.0001116225,0.0006980064,0.0003349388,0.0001793724,0.0004282191,0.0001111431,0.0003434618,0.003285773,0.001473181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003349549,"about_ca_system_score_gemma":0.0001917671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005685294,"about_ca_topic_score_gemma":0.00003181017,"domain_scores_codex":[0.996235,0.00109507,0.0007377075,0.0007972305,0.00006190046,0.001073086],"domain_scores_gemma":[0.9980648,0.0003809505,0.000410922,0.0009862784,0.0001427044,0.0000144057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001145636,0.00002298005,0.00001266736,0.00005882814,0.0005348152,0.0002304909,0.0003186858,2.748824e-7,0.3616677,0.00003673483,0.6164752,0.02052709],"study_design_scores_gemma":[0.0008531664,0.0001753592,0.00003225599,0.0001986453,0.0001449082,0.0006080985,0.0002426815,8.608134e-7,0.2266897,0.00009459037,0.770444,0.0005156893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02764459,0.1345912,0.00008167344,0.8252779,0.005811779,0.0005567928,0.0002642014,0.0004331925,0.005338687],"genre_scores_gemma":[0.04095995,0.01852116,0.0001079159,0.3008319,0.001993325,0.0004951704,0.02491577,0.0005454571,0.6116294],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6062907,"threshold_uncertainty_score":0.9995471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363476688553718,"score_gpt":0.232751070873408,"score_spread":0.2191163039878708,"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."}}