{"id":"W2979048692","doi":"10.14740/jh535","title":"Gamma-Delta T-Cell Acute Lymphoblastic Leukemia/Lymphoma: Immunophenotype of Three Adult Cases","year":2019,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immunophenotyping; Medicine; Lymphoma; Lymphoblastic Leukemia; Lymphoblastic lymphoma; Gamma delta T cell; Differential diagnosis; Leukemia; T cell; Pathology; Immunology; Flow cytometry; T-cell receptor","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":[0.0004201456,0.0003305632,0.001541149,0.0005398478,0.00005228972,0.00001532541,0.0005258567,0.0003548616,0.0005463523],"category_scores_gemma":[0.0007450632,0.0002501335,0.0004077679,0.0004247973,0.0002932583,0.000182972,0.0001958705,0.0004038083,0.0003481032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116473,"about_ca_system_score_gemma":0.003806369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001385163,"about_ca_topic_score_gemma":0.0000158913,"domain_scores_codex":[0.9966294,0.0001103296,0.001418115,0.0003041052,0.0008946228,0.0006434277],"domain_scores_gemma":[0.9955162,0.001098665,0.00105064,0.0006669077,0.001350097,0.0003175348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.05395232,0.0059218,0.1632975,0.008038634,0.009633669,0.06802996,0.002267417,0.0005841598,0.5796189,0.01845374,0.07251894,0.01768292],"study_design_scores_gemma":[0.1055977,0.02133052,0.02371927,0.003175322,0.003950147,0.4582711,0.001754264,0.01095827,0.3621321,0.003134507,0.004509518,0.001467267],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932082,0.001796426,0.0009562158,0.0004859107,0.0007075848,0.0003477438,0.00001734102,0.00002245057,0.002458177],"genre_scores_gemma":[0.9959255,0.0002884506,0.002541685,0.0003102994,0.0001737112,0.000004701144,0.000008542492,0.00006616415,0.0006809596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3902411,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194459924119461,"score_gpt":0.2660812261815686,"score_spread":0.254136626940374,"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."}}