{"id":"W2949786431","doi":"10.1002/hon.113_2629","title":"OUTCOME OF PRIMARY MEDIASTINAL LARGE B‐CELL LYMPHOMA IN THE RITUXIMAB ERA: IMPACT OF A PET‐GUIDED APPROACH","year":2019,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Spinal Cord Injury BC","funders":"","keywords":"Medicine; Rituximab; Lymphoma; Diffuse large B-cell lymphoma; Pericardial effusion; CHOP; Nuclear medicine; Internal medicine; Radiology; Oncology","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":[0.0005683227,0.0002168022,0.001499428,0.0001126077,0.00002023446,0.000003221843,0.000210231,0.0002040433,0.0002844411],"category_scores_gemma":[0.0001320933,0.0001072275,0.0003843383,0.0002566687,0.0001519968,0.00003199785,0.0001017891,0.0001508942,0.00006656378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003735548,"about_ca_system_score_gemma":0.0003535217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000103538,"about_ca_topic_score_gemma":0.000007273822,"domain_scores_codex":[0.997942,0.0002543297,0.0007818018,0.0003137013,0.0003154425,0.0003927215],"domain_scores_gemma":[0.99827,0.000868567,0.0002943822,0.0003930144,0.00007885095,0.00009519102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006169321,0.02714248,0.9656298,0.000367943,0.00009288652,0.0008547573,0.0003520625,0.000003297481,0.000387327,0.002796407,0.0009367981,0.000819288],"study_design_scores_gemma":[0.02769167,0.003445236,0.9631866,0.00004441634,0.0001400797,0.003881987,0.0002754419,0.0001861855,0.0004153019,0.0001506126,0.0004648737,0.0001175665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592441,0.0004981174,0.00001666706,0.0004741145,0.00005717656,0.0007774754,0.00001839485,0.00001706533,0.03889691],"genre_scores_gemma":[0.9968955,0.00004985119,0.002177369,0.0006515536,0.00002227997,0.00009743178,0.00004375564,0.00001018516,0.00005210544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03884481,"threshold_uncertainty_score":0.4372611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0446453396361501,"score_gpt":0.3454740859782811,"score_spread":0.300828746342131,"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."}}