{"id":"W2027450972","doi":"10.1002/cyto.b.20362","title":"2006 Bethesda International Consensus Conference on Flow Cytometric Immunophenotyping of Hematolymphoid Neoplasia","year":2007,"lang":"en","type":"article","venue":"Cytometry Part B Clinical Cytometry","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Standardization; Immunophenotyping; Lymphoma; Consensus conference; Pathology; Intensive care medicine; Medical physics; Flow cytometry; Immunology; Internal medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05815643,0.002139781,0.00272474,0.007323302,0.003019561,0.004929794,0.009330847,0.01413684,0.007307249],"category_scores_gemma":[0.04898931,0.001151294,0.003975841,0.003942616,0.002972245,0.003825268,0.006010859,0.01646848,0.006219403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01054295,"about_ca_system_score_gemma":0.04312947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01911586,"about_ca_topic_score_gemma":0.02215931,"domain_scores_codex":[0.968435,0.01100262,0.006572651,0.001537764,0.01033915,0.002112851],"domain_scores_gemma":[0.9121894,0.008213772,0.00376774,0.001488009,0.06791414,0.006426867],"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":[0.0001104446,0.0001792726,0.001133444,0.002343879,0.00007304,0.0006006614,0.0006344581,0.0005729985,0.001499332,0.006158432,0.8558002,0.1308939],"study_design_scores_gemma":[0.0000684241,0.00005035519,0.001879738,0.005840681,0.00007758075,0.0008195344,0.0006637232,0.000378884,0.0006598509,0.004978807,0.9845183,0.00006421404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.003713823,0.1012141,0.03840929,0.6525121,0.1398158,0.004917196,0.002331766,0.0005205617,0.05656541],"genre_scores_gemma":[0.05145101,0.2191876,0.2730081,0.2675841,0.0540525,0.0146266,0.02075028,0.0007465272,0.09859329],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05815643,"threshold_uncertainty_score":0.3075643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07494909770492787,"score_gpt":0.3895617143402078,"score_spread":0.3146126166352799,"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."}}