{"id":"W2774408258","doi":"10.1182/bloodadvances.2017009472","title":"Clinicopathologic consensus study of gray zone lymphoma with features intermediate between DLBCL and classical HL","year":2017,"lang":"en","type":"article","venue":"Blood Advances","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Nodular sclerosis; CD30; Medicine; Vincristine; Lymphoma; Internal medicine; Diffuse large B-cell lymphoma; Oncology; Pathology; Cyclophosphamide; Chemotherapy; Hodgkin 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002951882,0.0002457633,0.0004756532,0.005602171,0.0008294438,0.000738651,0.0006897154,0.0007214638,0.006534465],"category_scores_gemma":[0.008980776,0.0002383387,0.0003740742,0.002786952,0.0004574162,0.0008796854,0.0009509121,0.0004386908,0.0009743659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000770686,"about_ca_system_score_gemma":0.001070956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003005637,"about_ca_topic_score_gemma":0.004531834,"domain_scores_codex":[0.9982925,0.0003300193,0.0004006262,0.0003800273,0.0003746444,0.0002222039],"domain_scores_gemma":[0.9934837,0.001095305,0.001460183,0.0005049745,0.002668247,0.0007875462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006271563,0.00004370524,0.9584491,0.0004439987,0.0002717837,0.006418572,0.0005034404,0.000325533,0.00345467,0.0004483433,0.007144276,0.02186942],"study_design_scores_gemma":[0.0001740418,0.0002674798,0.9262794,0.0004548122,0.0003640811,0.04390066,0.003369382,0.002260455,0.001606593,0.001067798,0.0201997,0.00005563528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614525,0.007543375,0.003706195,0.000838373,0.0002387573,0.0004270834,0.004278098,0.0001553874,0.02136033],"genre_scores_gemma":[0.992541,0.0008457541,0.002140008,0.0001624453,0.00006388858,0.0001139713,0.003380277,0.00001891562,0.0007336807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006534465,"threshold_uncertainty_score":0.02185994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02281939306840379,"score_gpt":0.3184865906046667,"score_spread":0.2956671975362629,"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."}}