{"id":"W2170617812","doi":"10.18433/j3f01c","title":"Profiles of Surface Mosaics on Chronic Lymphocytic Leukemias Distinguish Stable and Progressive Subtypes","year":2013,"lang":"en","type":"article","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Leicester; Leukemia Research Foundation","keywords":"Chronic lymphocytic leukemia; Antigen; CD20; CD5; Antibody; CD19; Microarray; Medicine; Immunology; Disease; Leukemia; Biology; Internal medicine; Gene expression; Gene; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001385838,0.0002590011,0.000587274,0.0001877107,0.0001911651,0.0001163163,0.0004512556,0.00006397098,0.0009952211],"category_scores_gemma":[0.0007488813,0.0001725143,0.0001474566,0.0006752319,0.00158114,0.0004667691,0.0001737785,0.000530939,0.00003812136],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007110501,"about_ca_system_score_gemma":0.01413443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002674255,"about_ca_topic_score_gemma":0.000001737989,"domain_scores_codex":[0.9963521,0.0001681098,0.0008091003,0.0003581083,0.001587212,0.0007253494],"domain_scores_gemma":[0.9972643,0.000729235,0.0004789447,0.0001735691,0.0006599352,0.0006940216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005839842,0.002375884,0.08200271,0.00728404,0.001395181,0.002565949,0.002400115,0.007850855,0.61251,0.002891035,0.01740621,0.2554782],"study_design_scores_gemma":[0.02963412,0.003320219,0.001484882,0.001306645,0.0004280506,0.002553581,0.0005032606,0.2917947,0.6493641,0.0003316303,0.01883006,0.0004487613],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848475,0.01084058,0.00001683928,0.0008510872,0.0002550152,0.000663964,0.000007258715,0.00002122751,0.002496561],"genre_scores_gemma":[0.9961048,0.001895733,0.001058398,0.000279926,0.0004151789,0.000009217667,0.000001222598,0.000021412,0.0002141108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2839438,"threshold_uncertainty_score":0.999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06092169025568291,"score_gpt":0.3976982473995548,"score_spread":0.3367765571438719,"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."}}