{"id":"W6977102269","doi":"10.6084/m9.figshare.18318211.v1","title":"Additional file 3 of Iron in airway macrophages and infective exacerbations of chronic obstructive pulmonary disease","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Inflammation biomarkers and pathways","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Sputum; Airway; Pulmonary disease; Hemosiderin; COPD; Respiratory disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001529327,0.00006274269,0.00009622684,0.00008602239,0.00009414312,0.000001526502,0.00005942519,0.00003959904,0.9882504],"category_scores_gemma":[0.0003236009,0.00006673681,0.00003575581,0.0001150545,0.00003318619,0.00005413583,0.000110285,0.0001060683,0.0001275915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004951275,"about_ca_system_score_gemma":0.0001193552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006061121,"about_ca_topic_score_gemma":0.000007192328,"domain_scores_codex":[0.9995371,0.00009176917,0.0001394201,0.0001168143,0.00002782049,0.00008704895],"domain_scores_gemma":[0.9992149,0.0005276171,0.0001211037,0.00007940187,0.00004635692,0.00001056026],"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":[0.00005902242,0.00008242158,0.0001129297,0.0001007257,0.00001896008,0.00000802176,0.0001605498,0.00005555958,0.002268033,0.00004182485,0.9942703,0.002821695],"study_design_scores_gemma":[0.0004344816,0.0001468168,0.4565356,0.0004157627,0.000008299281,0.00002238391,0.0003087058,0.00007449399,0.002270969,0.0001972459,0.5394262,0.000159029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005770659,0.0005478754,7.051501e-8,0.000007889762,0.00002252383,0.0001432354,0.9914007,0.000007790294,0.002099302],"genre_scores_gemma":[0.3150666,0.000001101594,0.000007004308,0.000006231806,0.000007473879,0.0006059429,0.6838017,0.00000390402,0.0005000097],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9881228,"threshold_uncertainty_score":0.2721448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00913871427006781,"score_gpt":0.1995689863358587,"score_spread":0.1904302720657909,"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."}}