{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006585411,0.0003771682,0.0003841375,0.001992445,0.0003129235,0.0007332821,0.0002455476,0.0003625978,0.001213628],"category_scores_gemma":[0.0009054111,0.00020279,0.0003001086,0.001086117,0.0001938265,0.000347371,0.0003164644,0.0004307081,0.0003772849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003929772,"about_ca_system_score_gemma":0.0003676996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001043932,"about_ca_topic_score_gemma":0.00159686,"domain_scores_codex":[0.9997333,0.00006958466,0.00002502681,0.00006839122,0.00006130672,0.00004247662],"domain_scores_gemma":[0.9996284,0.00009391282,0.0001325996,0.00002792758,0.00006260276,0.00005450539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00115363,0.0001295754,0.7843251,0.0005557988,0.0002375544,0.0007089899,0.0001282264,0.001498283,0.1065404,0.0004880564,0.002154741,0.1020797],"study_design_scores_gemma":[0.00008479685,0.0004638314,0.9052148,0.0001589986,0.0007603777,0.00592392,0.0002816941,0.01888218,0.04398895,0.001209726,0.0229665,0.0000641998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701745,0.02160178,0.003600943,0.0008095402,0.00006107456,0.00004585651,0.00176095,0.0001847524,0.001760543],"genre_scores_gemma":[0.9922083,0.002620174,0.002746517,0.00006635134,0.00004060926,0.00002322014,0.001731483,0.00001055668,0.0005528627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001992445,"threshold_uncertainty_score":0.00406003,"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."}}