{"id":"W4416794021","doi":"10.1093/emph/eoaf035","title":"Harnessing the extinction vortex against acute lymphoblastic leukemia","year":2025,"lang":"en","type":"article","venue":"Evolution Medicine and Public Health","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Lymphoblastic Leukemia; Extinction (optical mineralogy); Vortex; Leukemia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003580505,0.0002790877,0.000350126,0.0008202658,0.00117974,0.002739185,0.0005039076,0.001202512,0.005798383],"category_scores_gemma":[0.007913751,0.0001102639,0.0002592611,0.000285802,0.00285436,0.002535517,0.003903488,0.003611764,0.0009324632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117976,"about_ca_system_score_gemma":0.002317113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008788535,"about_ca_topic_score_gemma":0.001929293,"domain_scores_codex":[0.999035,0.0004418849,0.00002812929,0.00006984385,0.0001854859,0.0002398137],"domain_scores_gemma":[0.9972017,0.001175693,0.0003852264,0.0001481801,0.0003506551,0.0007384656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005016296,0.0003537355,0.009159903,0.000867652,0.000164188,0.0004229826,0.002001637,0.002127169,0.009319797,0.1878146,0.134637,0.6526297],"study_design_scores_gemma":[0.0002413584,0.001115848,0.006384452,0.001226394,0.0001378514,0.0007154329,0.003613437,0.001879044,0.007462554,0.226383,0.7507752,0.00006554068],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07848512,0.1896808,0.02201368,0.6039525,0.0123802,0.0001332035,0.000184805,0.0007505021,0.09241924],"genre_scores_gemma":[0.7820913,0.09958109,0.006560831,0.08689539,0.008117224,0.0001412956,0.0001335011,0.0001639225,0.01631539],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005798383,"threshold_uncertainty_score":0.0193975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03002017297054075,"score_gpt":0.3318485293577135,"score_spread":0.3018283563871727,"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."}}