{"id":"W4411605405","doi":"10.1016/j.clml.2025.06.010","title":"Identifying Risk Factors and Outcome for CNS Involvement in AML","year":2025,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Outcome (game theory); Oncology; Intensive care medicine; Internal medicine","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":[0.0006519138,0.0003355287,0.0003624257,0.00144674,0.000693744,0.001147952,0.0006218291,0.0006171418,0.002234688],"category_scores_gemma":[0.00451507,0.00019092,0.0004129069,0.001116742,0.0005110119,0.0008449447,0.0008216763,0.0008463923,0.0003132823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006240901,"about_ca_system_score_gemma":0.001066381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00528917,"about_ca_topic_score_gemma":0.006861236,"domain_scores_codex":[0.9994897,0.0001136597,0.0000546451,0.00006705969,0.0001022464,0.0001726813],"domain_scores_gemma":[0.9978828,0.0005036541,0.0007803657,0.0001124754,0.0001963399,0.0005243101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001093109,0.000024356,0.9982086,0.000002647405,0.00001507971,0.0001223188,0.00002164619,0.00003769231,0.0001110689,0.00001699752,0.00006415006,0.001266073],"study_design_scores_gemma":[0.000008391096,0.0001439726,0.996933,0.00001160925,0.00006053962,0.001353629,0.0004280694,0.0003964706,0.0002252707,0.0002066436,0.0002261093,0.000006220131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976386,0.0003769715,0.0001369046,0.0001108442,0.00001026595,0.000006700367,0.0001581121,0.000008290735,0.001553333],"genre_scores_gemma":[0.9995017,0.0001145773,0.00006469862,0.00001671326,0.0000175315,0.000002713133,0.0001369182,0.000003278918,0.0001419059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00528917,"threshold_uncertainty_score":0.01051676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08031903326607367,"score_gpt":0.4076275228896969,"score_spread":0.3273084896236232,"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."}}