{"id":"W2915458344","doi":"10.1056/oh201107050000004","title":"ASCO 2011 Report: Malignant Hematology","year":2011,"lang":"en","type":"article","venue":"Journal watch","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; International Prognostic Index; Vincristine; Prednisone; Rituximab; Autologous stem-cell transplantation; Oncology; Hematology; Cyclophosphamide; CHOP; Lymphoma; Chemotherapy; Gastroenterology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006554886,0.0007075584,0.000503284,0.001900689,0.0006928698,0.00171909,0.0005718817,0.001683654,0.08115219],"category_scores_gemma":[0.001604056,0.0002316948,0.0004927236,0.001257981,0.0002559171,0.0006019954,0.0007666736,0.002057898,0.05005588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054337,"about_ca_system_score_gemma":0.00126072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001274441,"about_ca_topic_score_gemma":0.002671368,"domain_scores_codex":[0.9994316,0.00007552029,0.00007351522,0.00006444775,0.0002539033,0.0001010166],"domain_scores_gemma":[0.9988118,0.0001006747,0.0001138258,0.00009988745,0.0005360009,0.0003377332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002192659,0.0001400995,0.003451955,0.0002210636,0.00002654794,0.002031018,0.00001352948,0.0001334319,0.0008503855,0.000971684,0.9207669,0.07117409],"study_design_scores_gemma":[0.00007296303,0.00006544725,0.008313071,0.0002080068,0.00001674728,0.002865094,0.00001446266,0.0001600556,0.0005468842,0.0004390126,0.9872869,0.00001130943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01401682,0.01629999,0.001550063,0.04443668,0.04957722,0.001577882,0.01967481,0.0008272423,0.8520393],"genre_scores_gemma":[0.09462032,0.03100361,0.00288669,0.02294942,0.06215221,0.0007554028,0.05524024,0.0005948882,0.7297971],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08115219,"threshold_uncertainty_score":0.2714811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04260222022103446,"score_gpt":0.2802713091312901,"score_spread":0.2376690889102556,"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."}}