{"id":"W4417013127","doi":"10.1182/blood-2025-6265","title":"Patient characteristics and treatment outcomes with Pola-R-CHP: A real-world study of patients with previously untreated diffuse large B-cell lymphoma (DLBCL) in the United States (US)","year":2025,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Roche (Canada)","funders":"","keywords":"Prednisone; Rituximab; Vincristine; Lymphoma; Cancer; Clinical trial; Disease; Diffuse large B-cell lymphoma; Bendamustine","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":[0.0007301843,0.0001953086,0.0003125243,0.000452722,0.0003966413,0.0009297715,0.0003023833,0.000530231,0.001049217],"category_scores_gemma":[0.0019459,0.0002051964,0.0004590043,0.001058823,0.0004525008,0.0006472159,0.0004755995,0.0006993359,0.0002382989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009070755,"about_ca_system_score_gemma":0.0004750655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003603033,"about_ca_topic_score_gemma":0.005431367,"domain_scores_codex":[0.9993113,0.0002205922,0.00007643156,0.0001763562,0.0001119518,0.0001032183],"domain_scores_gemma":[0.9983482,0.0002288007,0.0008153973,0.00007391521,0.0001438061,0.000389942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007228657,0.0002478464,0.9964851,0.00001849646,0.0001239552,0.00008481288,0.0001273902,0.00007686899,0.000181675,0.0000244925,0.0003325477,0.001574054],"study_design_scores_gemma":[0.0001299346,0.0009037431,0.9963058,0.00001748513,0.00008858673,0.0006370815,0.0006055132,0.000353332,0.0001006084,0.00003720792,0.0008062818,0.00001435952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988068,0.0003074723,0.00003499653,0.00009389418,0.000004795319,0.00001388152,0.000477584,0.000001511081,0.000259088],"genre_scores_gemma":[0.9991203,0.00008848793,0.00003079848,0.00009280038,0.000008670962,0.00001306318,0.000580862,0.000001191157,0.0000638605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003603033,"threshold_uncertainty_score":0.007164121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006293172537444891,"score_gpt":0.2309704447356517,"score_spread":0.2246772721982068,"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."}}