{"id":"W2055699311","doi":"10.1080/10428190903015628","title":"pY-STAT3 and p53 expression predict outcome for poor prognosis diffuse large B-cell lymphoma treated with high dose chemotherapy and autologous stem cell transplantation","year":2009,"lang":"en","type":"article","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Etoposide; Vincristine; Oncology; Diffuse large B-cell lymphoma; Internal medicine; Autologous stem-cell transplantation; International Prognostic Index; Transplantation; Cyclophosphamide; Lymphoma; Chemotherapy; Melphalan; Cancer research","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":[0.0005949002,0.0002355842,0.0003487023,0.0003147805,0.000157712,0.0003307169,0.0001330621,0.0002381504,0.0004695209],"category_scores_gemma":[0.001151882,0.0001026279,0.0002667125,0.0002238887,0.0002205944,0.0002309436,0.0002239461,0.0002852573,0.000118244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002023946,"about_ca_system_score_gemma":0.0001680242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003444375,"about_ca_topic_score_gemma":0.0007360041,"domain_scores_codex":[0.999819,0.00007800666,0.00002059256,0.00002698048,0.00002730289,0.00002816127],"domain_scores_gemma":[0.9992043,0.0002738298,0.0002682064,0.00004148581,0.00005490172,0.0001572302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002592433,0.00008186398,0.9886633,0.00001177431,0.00005209441,0.0001152405,0.00002657869,0.0004026494,0.002168845,0.00001100969,0.00004388329,0.005830459],"study_design_scores_gemma":[0.0001326654,0.002253227,0.9930819,0.000008556176,0.0001120042,0.0008744918,0.00005781655,0.001964847,0.001205624,0.00006091708,0.0002419675,0.000006080943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999516,0.00021469,0.0001016405,0.00001626764,0.000002587007,0.000004689631,0.00002667485,0.000001855924,0.0001155804],"genre_scores_gemma":[0.9997825,0.00003397606,0.00005389009,0.00001349293,0.000005307902,0.000003003252,0.00007581363,4.742681e-7,0.00003161631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005949002,"threshold_uncertainty_score":0.003146172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008825021794675286,"score_gpt":0.2302343601438441,"score_spread":0.2214093383491688,"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."}}