{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003263582,0.0005334312,0.001646191,0.002583924,0.0002766549,0.0001146764,0.0008681982,0.0009499093,0.002327351],"category_scores_gemma":[0.009007386,0.0004463643,0.0007882945,0.008339462,0.0008834913,0.0001880417,0.0008722504,0.001781579,0.004037372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009216822,"about_ca_system_score_gemma":0.002120085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002189603,"about_ca_topic_score_gemma":0.00000264781,"domain_scores_codex":[0.9932505,0.0004371522,0.002070054,0.001435519,0.001480792,0.001325931],"domain_scores_gemma":[0.9910907,0.005048787,0.0002376134,0.001951081,0.0006331085,0.001038708],"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":[0.002410624,0.002284847,0.4246594,0.0007867704,0.00143237,0.001069133,0.00001929845,0.000001660404,0.001677126,0.004083264,0.532703,0.02887244],"study_design_scores_gemma":[0.009780085,0.0009689006,0.3511599,0.0006052812,0.0004655935,0.0001077046,0.00007613689,0.0006024329,0.003539104,0.0005734252,0.6315622,0.0005592625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7229767,0.00301007,0.0181301,0.02369087,0.006567148,0.002564046,0.0001311024,0.001208734,0.2217212],"genre_scores_gemma":[0.9223073,0.001006425,0.003308579,0.006371737,0.001670702,0.00009417567,0.000110903,0.00008384004,0.06504633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1993306,"threshold_uncertainty_score":0.9997988,"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."}}