{"id":"W4281625438","doi":"10.1182/blood.2022015851","title":"The International Consensus Classification of Mature Lymphoid Neoplasms: a report from the Clinical Advisory Committee","year":2022,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1506,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"National Institute of Allergy and Infectious Diseases; National Cancer Institute; National Institutes of Health; Barts Charity","keywords":"Terminology; Medicine; Consensus conference; 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":[0.04726607,0.001637251,0.001978004,0.008475812,0.002588742,0.004735393,0.005922422,0.006073961,0.002952602],"category_scores_gemma":[0.03977571,0.0008165331,0.002137704,0.008529983,0.002603929,0.003218861,0.004085605,0.009663136,0.003360474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01015016,"about_ca_system_score_gemma":0.04320345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02300661,"about_ca_topic_score_gemma":0.01973984,"domain_scores_codex":[0.9802756,0.005049328,0.003611294,0.00110613,0.008152117,0.001805555],"domain_scores_gemma":[0.9164431,0.005353745,0.004833794,0.001744741,0.06408875,0.007535816],"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":[0.0001366383,0.0001088758,0.006987624,0.0009207436,0.00007047837,0.0002666482,0.0003361206,0.000659411,0.0007363841,0.00469254,0.7912763,0.1938083],"study_design_scores_gemma":[0.0001206567,0.00008109971,0.009672632,0.00310629,0.0001388021,0.001090886,0.0008889083,0.0009643434,0.0007590253,0.004970768,0.978117,0.0000895679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01538904,0.1754925,0.05455539,0.5396127,0.1288926,0.007940839,0.009323691,0.0007719637,0.06802136],"genre_scores_gemma":[0.09277164,0.2277237,0.3321851,0.1344512,0.04960815,0.02007614,0.08243041,0.0009404561,0.05981329],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04726607,"threshold_uncertainty_score":0.2499698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03787384926230386,"score_gpt":0.3097163152171086,"score_spread":0.2718424659548048,"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."}}