{"id":"W2564657504","doi":"10.1182/blood.v110.11.348.348","title":"Gene Expression Signatures Predict Overall Survial in Diffuse Large B Cell Lymphoma Treated with Rituximab and Chop-Like Chemotherapy.","year":2007,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Diffuse large B-cell lymphoma; Rituximab; CHOP; Lymphoma; Oncology; Chemotherapy regimen; Medicine; Internal medicine; Chemotherapy; Cancer research; Biology","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":[0.0001888601,0.0001001811,0.0002631774,0.0002519219,0.00007646139,0.0002220578,0.0000736716,0.0001729976,0.0003578119],"category_scores_gemma":[0.0005636385,0.00006517232,0.0001392518,0.0003183833,0.0001246947,0.0001012196,0.0000887715,0.0001793748,0.0001046389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001791265,"about_ca_system_score_gemma":0.00007882518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007078191,"about_ca_topic_score_gemma":0.0008934104,"domain_scores_codex":[0.9998938,0.00003097428,0.000009096354,0.00002587645,0.00002125837,0.00001906868],"domain_scores_gemma":[0.9997775,0.00007741581,0.00007787082,0.00001057654,0.00002206706,0.00003464099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002098383,0.00007163877,0.9567533,0.00002908411,0.00008604945,0.0001473646,0.0000672862,0.000448431,0.02787524,0.00002279129,0.0002014539,0.01219906],"study_design_scores_gemma":[0.00002262136,0.0003651734,0.9954578,0.000002958204,0.00005383248,0.0002916024,0.00006012376,0.001188717,0.002207519,0.00002898818,0.0003179294,0.000002786326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991195,0.000471518,0.00009687361,0.00002387312,0.000002837566,0.000002649391,0.0001420552,0.000004118226,0.0001366059],"genre_scores_gemma":[0.9994335,0.0000686755,0.00008855096,0.00002076776,0.00000313756,0.000003897305,0.0002878243,0.000001085697,0.00009254112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007078191,"threshold_uncertainty_score":0.001407385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004820381490119565,"score_gpt":0.2126767419184785,"score_spread":0.2078563604283589,"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."}}