{"id":"W2034992259","doi":"10.1182/blood-2008-02-136374","title":"Paraffin-based 6-gene model predicts outcome in diffuse large B-cell lymphoma patients treated with R-CHOP","year":2008,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"National Cancer Institute","keywords":"Diffuse large B-cell lymphoma; Internal medicine; Vincristine; Medicine; Prednisone; Oncology; Rituximab; CHOP; Cyclophosphamide; Anthracycline; Lymphoma; Chemotherapy; Cancer","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":[0.0004056103,0.000240051,0.0001858807,0.0002689743,0.00008271149,0.0002845538,0.000124133,0.0001501893,0.0004942286],"category_scores_gemma":[0.001029101,0.00008388022,0.0001974153,0.0001479009,0.0001147276,0.0001352964,0.000168903,0.0002823053,0.0001546654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648842,"about_ca_system_score_gemma":0.0001421698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007567673,"about_ca_topic_score_gemma":0.0008948714,"domain_scores_codex":[0.9999093,0.00004395769,0.000004928465,0.00001446304,0.00001480496,0.00001262232],"domain_scores_gemma":[0.9997314,0.0001361668,0.00006250064,0.00001963467,0.00002996961,0.00002042752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001802246,0.0001374543,0.9177501,0.00003536662,0.0001841109,0.0003910754,0.00007992049,0.04128975,0.01688763,0.0001528925,0.0003642428,0.02092514],"study_design_scores_gemma":[0.0001051812,0.001372332,0.6086262,0.00003112447,0.0002968084,0.001060404,0.0002600632,0.3751364,0.01012124,0.001831103,0.00113252,0.00002667704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975895,0.0001376057,0.001908122,0.00005012263,0.000004286494,0.000005356079,0.0001196717,0.00001433097,0.0001711019],"genre_scores_gemma":[0.9988672,0.0000755392,0.0006737947,0.000014516,0.000004888911,0.000003915857,0.000253601,0.000002622336,0.000104033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007567673,"threshold_uncertainty_score":0.002145112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674366896439497,"score_gpt":0.2244839283498904,"score_spread":0.2077402593854954,"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."}}