{"id":"W2978240167","doi":"10.1002/cncr.32526","title":"Outcomes in patients with aggressive B‐cell non‐Hodgkin lymphoma after intensive frontline treatment failure","year":2019,"lang":"en","type":"article","venue":"Cancer","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Vincristine; Etoposide; Rituximab; Internal medicine; Salvage therapy; Cyclophosphamide; Cytarabine; Ifosfamide; Oncology; Chemotherapy; Surgery; Lymphoma","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":[0.00001441114,0.0002860205,0.0005437956,0.00009531515,0.00001770511,0.00001343922,0.00004832018,0.00008519323,0.0006030491],"category_scores_gemma":[0.000009595688,0.0001644912,0.0001030845,0.00010375,0.00003433285,0.00007189344,0.0000269984,0.00003973006,0.0002378389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142892,"about_ca_system_score_gemma":0.0001795642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006154796,"about_ca_topic_score_gemma":0.0006170303,"domain_scores_codex":[0.9988791,0.00001544597,0.0002020374,0.0003845615,0.0002202086,0.0002986757],"domain_scores_gemma":[0.9991317,0.0000361758,0.0001392313,0.0003540234,0.0002133403,0.000125565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001153757,0.001334205,0.9852566,0.0000293943,0.0002350852,0.0002325036,0.0006400104,0.00001195476,0.00001242828,0.000001377938,0.0007566236,0.01033602],"study_design_scores_gemma":[0.02805919,0.001604611,0.9650457,0.0003532667,0.0001893456,0.00000272078,0.0001808148,0.00001583535,0.001522146,0.00000240852,0.002837493,0.0001864474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964907,0.000748581,8.900398e-7,0.0008275077,0.0002117626,0.001160599,0.00008799205,0.00001988893,0.0004520786],"genre_scores_gemma":[0.9950109,0.00010648,0.0001614095,0.001420852,0.00005114052,0.0006603674,0.00007076899,0.00003462247,0.002483471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02690543,"threshold_uncertainty_score":0.6707757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004083342779164876,"score_gpt":0.2293381836001774,"score_spread":0.2252548408210125,"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."}}