{"id":"W3101574165","doi":"10.5858/arpa.2020-0261-sa","title":"Laboratory Workup of Lymphoma in Adults: Guideline From the American Society for Clinical Pathology and the College of American Pathologists","year":2020,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Guideline; Grading (engineering); Medicine; Context (archaeology); Medical physics; Lymphoma; Intensive care medicine; MEDLINE; Pathology","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":[0.01030087,0.00175641,0.002539211,0.005686107,0.00121923,0.002318085,0.005859158,0.006583089,0.003072593],"category_scores_gemma":[0.02504886,0.0008577286,0.00487694,0.004372139,0.001044973,0.002391719,0.002134798,0.007500273,0.003606618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005525129,"about_ca_system_score_gemma":0.01926275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02374091,"about_ca_topic_score_gemma":0.04106269,"domain_scores_codex":[0.9885521,0.003708689,0.003282528,0.0005706714,0.003410898,0.0004750491],"domain_scores_gemma":[0.9801041,0.003880057,0.003360988,0.0003241595,0.01130401,0.001026689],"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":[0.0001429289,0.0001682647,0.002105451,0.01790207,0.0005755872,0.0004546538,0.0003973258,0.001484943,0.0007028876,0.00424643,0.7052711,0.2665484],"study_design_scores_gemma":[0.0007710588,0.0002491465,0.01097848,0.1094221,0.002352017,0.001583672,0.0004153979,0.002058927,0.0006643286,0.008675574,0.8626697,0.0001595341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.006012462,0.494987,0.04204587,0.3220606,0.02394309,0.01387302,0.01846646,0.001554718,0.07705677],"genre_scores_gemma":[0.0320447,0.488244,0.2586353,0.1389727,0.007058845,0.01700461,0.03630118,0.0003062848,0.02143239],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02374091,"threshold_uncertainty_score":0.05447686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02546102481002845,"score_gpt":0.3313378745825662,"score_spread":0.3058768497725378,"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."}}