{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002162701,0.0001186924,0.0003091824,0.00004831099,0.00008965228,0.00001285023,0.00006157794,0.00008181185,0.002436773],"category_scores_gemma":[0.00003687271,0.00007336523,0.0001646076,0.00004344129,0.00003028486,0.00006198698,0.00002650318,0.0001355301,0.0006255894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001228553,"about_ca_system_score_gemma":0.0001138919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009855194,"about_ca_topic_score_gemma":0.000007747536,"domain_scores_codex":[0.9989814,0.00002691495,0.000381773,0.0001555349,0.0002014818,0.0002529566],"domain_scores_gemma":[0.9991821,0.00002055857,0.0001851374,0.0002540887,0.0001090126,0.0002490756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001648566,0.00123368,0.7762879,0.00002487236,0.0003627607,0.07174754,0.0007716035,8.71761e-8,0.0003154127,0.001095783,0.143087,0.00490845],"study_design_scores_gemma":[0.003960355,0.001010066,0.53433,0.0002057669,0.000467182,0.3323878,0.0002087441,0.000005447246,0.04100347,0.003821974,0.08236974,0.0002295502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609513,0.001263288,0.00006395819,0.01428117,0.0007540789,0.0001669453,0.000001540704,0.00003550291,0.02248226],"genre_scores_gemma":[0.989252,0.0009040835,0.002560822,0.0005250446,0.0002467888,0.00001193175,0.000004225022,0.00001725486,0.006477854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2606402,"threshold_uncertainty_score":0.9984751,"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."}}