{"id":"W3127011222","doi":"10.14740/jh766","title":"Bone Marrow Involvement by Aggressive B Cell Lymphoma Undetected by Aspirate Immunophenotyping","year":2021,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Immunophenotyping; Medicine; Bone marrow; Pathology; Lymphoma; Immunology; Flow cytometry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003788377,0.0006144239,0.0003816991,0.001943215,0.0006201761,0.001086533,0.0004736068,0.001261919,0.002509024],"category_scores_gemma":[0.001895639,0.0003038569,0.0002618298,0.0007980733,0.0008599009,0.001003996,0.0006147921,0.0009194631,0.002345105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004714532,"about_ca_system_score_gemma":0.0004056006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032748,"about_ca_topic_score_gemma":0.001326624,"domain_scores_codex":[0.999595,0.00008550689,0.00006599525,0.00007433673,0.0001063908,0.00007274239],"domain_scores_gemma":[0.999509,0.0001788238,0.0001448017,0.00004335067,0.00006516568,0.00005885208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001509475,0.00004045429,0.02164879,0.0005275065,0.00002132493,0.8804336,0.0005961957,0.0001010549,0.01204668,0.001413546,0.006589949,0.07642996],"study_design_scores_gemma":[0.000006946821,0.00004278798,0.005685422,0.0002701356,0.0000292285,0.970475,0.0002183943,0.0001413579,0.001981866,0.0007894766,0.02034699,0.00001235283],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5576693,0.2745444,0.0304514,0.0114399,0.002897272,0.0005367736,0.0007993405,0.001209666,0.1204519],"genre_scores_gemma":[0.9277545,0.05209575,0.005158621,0.005556897,0.001903275,0.00004232636,0.000288132,0.0001146555,0.007085803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002509024,"threshold_uncertainty_score":0.008393526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023142853810066,"score_gpt":0.2426480615753535,"score_spread":0.2324166330372529,"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."}}