{"id":"W4409036512","doi":"10.1002/cyto.b.22234","title":"Highlights March 2025","year":2025,"lang":"en","type":"article","venue":"Cytometry Part B Clinical Cytometry","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001039997,0.0008990604,0.0006682278,0.001173904,0.001679469,0.006832618,0.001421206,0.003519202,0.7365127],"category_scores_gemma":[0.004157509,0.0004157366,0.0009588023,0.0008354628,0.0004607007,0.001945816,0.001751343,0.003887361,0.5409184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001848091,"about_ca_system_score_gemma":0.002389549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004638094,"about_ca_topic_score_gemma":0.007733987,"domain_scores_codex":[0.9992468,0.00007122908,0.00005910378,0.0001465034,0.0003406583,0.0001356796],"domain_scores_gemma":[0.9980938,0.00017736,0.00008557541,0.000116248,0.0009662445,0.0005608259],"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":[0.00002436753,0.000009245412,0.00005226122,0.00008062343,0.000002356132,0.00006512138,0.000006586373,0.00001300407,0.0001137994,0.001037384,0.9722995,0.02629584],"study_design_scores_gemma":[0.000004289679,0.000005512765,0.0001307411,0.00006614362,0.000001213173,0.00004762447,0.00001152385,0.00001243119,0.00004114215,0.0001709297,0.9995061,0.000002329081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005166426,0.005188431,0.001051973,0.02826349,0.1808348,0.0004303296,0.007602166,0.001319636,0.7747924],"genre_scores_gemma":[0.001916177,0.002786184,0.0003698085,0.01114587,0.01913264,0.0001180792,0.004406549,0.0004102197,0.9597145],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7365127,"threshold_uncertainty_score":0.3758327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06352815751990101,"score_gpt":0.4320692728178263,"score_spread":0.3685411152979252,"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."}}