{"id":"W2063430427","doi":"10.1002/cyto.b.20132","title":"Evaluation of ZAP‐70 expression by flow cytometry in chronic lymphocytic leukemia: A multicentric international harmonization process","year":2006,"lang":"en","type":"article","venue":"Cytometry Part B Clinical Cytometry","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Chronic lymphocytic leukemia; Immunophenotyping; Flow cytometry; clone (Java method); Biology; Somatic cell; Leukemia; Immunology; Gene; Cancer research; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01094308,0.0006594325,0.001529019,0.003310645,0.0001372901,0.0001022271,0.001052335,0.001271308,0.002392322],"category_scores_gemma":[0.01584837,0.0006263382,0.0005103686,0.008710212,0.0005463303,0.0006240199,0.0004571024,0.001326541,0.0003275152],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.09682449,"about_ca_system_score_gemma":0.0405301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003803927,"about_ca_topic_score_gemma":0.00003904582,"domain_scores_codex":[0.9849858,0.001007,0.003450291,0.001619344,0.007709918,0.001227611],"domain_scores_gemma":[0.9925708,0.002011578,0.001010003,0.001266914,0.00249042,0.0006503472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.008015599,0.009112121,0.6218768,0.005631609,0.001989306,0.001326048,0.0004104597,0.05851708,0.07843594,0.00008082852,0.04978213,0.1648221],"study_design_scores_gemma":[0.06894563,0.000705386,0.03294445,0.001605007,0.0005668613,0.0002128507,0.0001603695,0.8174095,0.07473557,0.000132356,0.001785847,0.0007961395],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847274,0.004762075,0.003876888,0.0001328547,0.001190331,0.00191999,0.0001107276,0.0002136085,0.003066067],"genre_scores_gemma":[0.9947619,0.0009978764,0.0007083932,0.0002146804,0.001474789,0.0002205304,0.0008141799,0.0001427181,0.0006649565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7588925,"threshold_uncertainty_score":0.9996188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05854682738275804,"score_gpt":0.4144973869818134,"score_spread":0.3559505595990554,"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."}}