{"id":"W4311377226","doi":"10.3390/cells11244039","title":"RAC1, a Potential Diagnostic and Prognostic Marker for Diffuse Large B Cell Lymphoma","year":2022,"lang":"en","type":"article","venue":"Cells","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"Southeast University; National Natural Science Foundation of China","keywords":"Diffuse large B-cell lymphoma; Lymphoma; Medicine; Pathology","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":[0.0001408336,0.0001797589,0.0002674151,0.00007040906,0.0002702831,0.00003135948,0.00006638968,0.00004392034,0.0003279553],"category_scores_gemma":[0.00008781948,0.0001555877,0.0001319153,0.00009466821,0.00003269458,0.0000339786,0.0001489171,0.00004836302,0.00004090245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001351393,"about_ca_system_score_gemma":0.00009425835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001768043,"about_ca_topic_score_gemma":0.000001921483,"domain_scores_codex":[0.9987999,0.00004714108,0.0001974531,0.0003560624,0.0002276481,0.000371811],"domain_scores_gemma":[0.9989135,0.0005554302,0.00006803123,0.0002410119,0.00003712535,0.0001849099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003353242,0.1173714,0.5764682,0.002248639,0.001144684,0.007338826,0.002801702,0.00004764076,0.02080899,0.00119438,0.1926711,0.07455122],"study_design_scores_gemma":[0.1179232,0.003808504,0.5389976,0.0001325089,0.002320831,0.0005451352,0.0008704554,0.003015718,0.02489152,0.0004074844,0.306234,0.0008530989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941835,0.002219452,0.0001067946,0.0005038432,0.000394266,0.001532042,0.0002264469,0.00005451625,0.0007791141],"genre_scores_gemma":[0.994705,0.0001974087,0.0004016517,0.0007661413,0.0001183182,0.001087024,0.0001353798,0.00003813607,0.002550929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.11457,"threshold_uncertainty_score":0.6344682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006234166115530777,"score_gpt":0.2185644198521202,"score_spread":0.2123302537365894,"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."}}