{"id":"W4407906120","doi":"10.32388/4dof8d.3","title":"Biological Significance of the Erythrocyte Sedimentation Rate (ESR) Test: Pandemic Reemergence of Robin Fåhraeus’s “Fibrin Coagula” – Historical Overview","year":2025,"lang":"en","type":"preprint","venue":"Qeios","topic":"Blood properties and coagulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Round robin test; Pandemic; Fibrin; Coronavirus disease 2019 (COVID-19); Biology; Medicine; Pathology; Immunology; Statistics; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004184108,0.0002537663,0.0007261437,0.00006974507,0.00005111127,0.000005656687,0.0002959509,0.0003121973,0.0001361033],"category_scores_gemma":[0.000325327,0.0001678988,0.0002906058,0.0002823147,0.0001228913,0.00003325885,0.0003971641,0.0004542163,0.00000420166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003333978,"about_ca_system_score_gemma":0.0003866463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006535292,"about_ca_topic_score_gemma":0.00002376714,"domain_scores_codex":[0.997999,0.0002186401,0.0008098613,0.0004521568,0.000326869,0.0001934387],"domain_scores_gemma":[0.9982276,0.0001836737,0.0005961708,0.0006854291,0.0002502126,0.00005691258],"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":[0.001565567,0.001380269,0.353926,0.008765496,0.0007350387,0.00001105393,0.001295781,0.005328472,0.5750096,0.002019671,0.01653266,0.03343038],"study_design_scores_gemma":[0.004520324,0.001758881,0.6272498,0.01128011,0.002418811,0.0000355525,0.0002816242,0.009234647,0.2992044,0.003589433,0.03908345,0.001342918],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708378,0.01998745,0.0008794462,0.002669564,0.00183436,0.002619679,0.0001418634,0.000104314,0.0009255122],"genre_scores_gemma":[0.9935861,0.002867431,0.0004109771,0.0003041417,0.0001420799,0.00009711993,0.00005459405,0.00001397719,0.002523621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2758052,"threshold_uncertainty_score":0.6846716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08642327299345308,"score_gpt":0.3098484552281988,"score_spread":0.2234251822347457,"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."}}