{"id":"W4403572946","doi":"10.14740/jh1310","title":"Transformation of Chronic Lymphocytic Leukemia/Small Lymphocytic Lymphoma to Histiocytic/Dendritic Cell Sarcoma","year":2024,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chronic lymphocytic leukemia; Medicine; Histiocytic sarcoma; Lymphoma; Pathology; Transformation (genetics); Histiocyte; Leukemia; Cancer research; Immunology; Biology; Gene","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009564746,0.0004164937,0.001460411,0.001400564,0.00007783801,0.00005649312,0.0005200104,0.0003795961,0.0003014696],"category_scores_gemma":[0.0003662669,0.0003522866,0.0005955486,0.0009601773,0.0002865398,0.0002743962,0.0001026709,0.0003741863,0.000383566],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1625628,"about_ca_system_score_gemma":0.09548722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002881552,"about_ca_topic_score_gemma":0.00003769021,"domain_scores_codex":[0.9954844,0.0001773005,0.002032982,0.0004195004,0.001006543,0.0008792981],"domain_scores_gemma":[0.9970719,0.0007544936,0.0003752403,0.000586105,0.0005924096,0.0006199085],"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":[0.01972623,0.00274323,0.0005158792,0.1283335,0.00641591,0.1022689,0.02470349,0.02865524,0.3188419,0.117708,0.06869248,0.1813951],"study_design_scores_gemma":[0.06893739,0.007818443,0.0002171414,0.00725355,0.001791176,0.2187284,0.001050692,0.2847161,0.3763688,0.002198248,0.02993984,0.0009803181],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677116,0.01687692,0.008548374,0.0006667105,0.001328386,0.0007296317,0.00001456594,0.00009615822,0.00402761],"genre_scores_gemma":[0.996236,0.0005648677,0.001370311,0.0002995767,0.0004377644,0.00002166289,0.00001015487,0.00009372811,0.0009659581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2560608,"threshold_uncertainty_score":0.9998929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185611222461653,"score_gpt":0.2916261628716912,"score_spread":0.2730650406255259,"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."}}