{"id":"W4388205155","doi":"10.14740/jh1165","title":"Validation of the New MINI-CUBE for Clinic Determination of Erythrocyte Sedimentation Rate","year":2023,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Blood properties and coagulation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Università degli Studi di Roma Tor Vergata","keywords":"Erythrocyte sedimentation rate; Sedimentation; Medicine; Cube (algebra); Internal medicine; Mathematics; Geology; Geomorphology; Combinatorics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004308755,0.00004680041,0.0002615624,0.0001066027,0.00002293968,0.000002227605,0.00005252495,0.00006500519,0.00003400044],"category_scores_gemma":[0.0002357264,0.00003009432,0.0001256288,0.0001547408,0.00003020588,0.00007673866,0.00001281253,0.00005872506,0.000002844182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001409172,"about_ca_system_score_gemma":0.0001349737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003850811,"about_ca_topic_score_gemma":0.000001668474,"domain_scores_codex":[0.9991075,0.00005770577,0.0005844174,0.00005059818,0.0001309547,0.00006883529],"domain_scores_gemma":[0.9986802,0.0001658446,0.0007724507,0.00008636796,0.0002707491,0.00002442732],"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":[0.006733312,0.0006972951,0.08369573,0.002956349,0.000742198,0.00002494111,0.006577769,0.0003822928,0.7531422,0.002809181,0.04982032,0.09241842],"study_design_scores_gemma":[0.003439211,0.001130272,0.02562902,0.0002832341,0.0004026279,0.0002807239,0.0005019453,0.001589561,0.9625407,0.003208333,0.0009439844,0.0000503282],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922146,0.0001593254,0.002554185,0.004378956,0.0004145794,0.0002235792,0.00000139448,0.000004431435,0.00004895216],"genre_scores_gemma":[0.9980077,0.00004721506,0.00134157,0.000103187,0.00009072672,0.000002390034,0.000005606707,0.000007054661,0.0003945346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2093986,"threshold_uncertainty_score":0.1227211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04645463119194762,"score_gpt":0.3387559928477289,"score_spread":0.2923013616557812,"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."}}