{"id":"W2903157580","doi":"10.1182/blood-2018-99-115024","title":"Primary Mediastinal B-Cell Lymphoma: Evaluation of Clinicopathologic Diagnosis Compared to Gene Expression Based Diagnosis in a Clinical Trial with CD30+ B-Cell Lymphomas","year":2018,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Spinal Cord Injury BC","funders":"","keywords":"Medicine; Lymphoma; CD30; Clinical trial; Biopsy; Pathology; Follicular lymphoma; Diffuse large B-cell lymphoma; Large-cell lymphoma; Oncology; Internal medicine","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":[0.01155389,0.000425549,0.0009074477,0.0004477804,0.0002709729,0.0009016104,0.0003628477,0.000612011,0.0009722257],"category_scores_gemma":[0.009298536,0.0001785654,0.0004825575,0.0005672319,0.0006020103,0.0006222284,0.0004025865,0.0005872353,0.0002591545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004324835,"about_ca_system_score_gemma":0.0003678546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008570046,"about_ca_topic_score_gemma":0.0001904562,"domain_scores_codex":[0.9945999,0.003649359,0.0004891373,0.0005542892,0.0005206804,0.0001867391],"domain_scores_gemma":[0.9895703,0.005354659,0.002771529,0.000425883,0.001021099,0.0008565967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2425637,0.002533136,0.7049569,0.0003794626,0.001114334,0.0002671773,0.0003001704,0.0008612975,0.02339532,0.0001447004,0.0003369014,0.02314685],"study_design_scores_gemma":[0.01057028,0.1463909,0.8230377,0.0000631953,0.001528457,0.001064698,0.0002939851,0.004721145,0.009857739,0.0002215589,0.002203912,0.0000464332],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978678,0.0007852184,0.000345828,0.00004638533,0.00002682944,0.0001988691,0.000114894,0.00000610867,0.0006079293],"genre_scores_gemma":[0.998934,0.00007609626,0.0004371393,0.0000555472,0.0000355438,0.0001874118,0.0001941537,0.000001920622,0.00007830192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01155389,"threshold_uncertainty_score":0.06110352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07992429991209805,"score_gpt":0.3515623862252238,"score_spread":0.2716380863131257,"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."}}