{"id":"W4405043000","doi":"10.1182/blood-2024-208948","title":"Optical Genome Mapping As Standard-of-Care in Acute Leukemia: Diagnostic and Clinical Impacts 10 Months Post-Implementation","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Acute leukemia; Leukemia; Intensive care medicine; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006572268,0.0002870043,0.0003445132,0.001025554,0.0009405558,0.002022392,0.0009475364,0.0004882679,0.002051056],"category_scores_gemma":[0.0169387,0.0002290688,0.0002002029,0.001366111,0.0005771299,0.0007408113,0.001694128,0.0007549411,0.0008191711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005545332,"about_ca_system_score_gemma":0.006377863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09291523,"about_ca_topic_score_gemma":0.1036677,"domain_scores_codex":[0.9952142,0.001077321,0.0003565885,0.0005269559,0.001993907,0.0008308987],"domain_scores_gemma":[0.9843146,0.002342832,0.002281328,0.001153279,0.007553618,0.002354274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009544473,0.0002314998,0.748692,0.0001090943,0.00002767305,0.0004853978,0.0008185783,0.0005640296,0.003509838,0.0004602266,0.01300489,0.2311424],"study_design_scores_gemma":[0.00003669855,0.0006225366,0.9762288,0.00006532634,0.00002266843,0.0004124038,0.0006622801,0.001364666,0.002777017,0.0001571099,0.01763098,0.00001939914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598458,0.001886196,0.005352517,0.009528976,0.0002991286,0.000510228,0.004539212,0.001551639,0.01648632],"genre_scores_gemma":[0.9872388,0.0004937638,0.005465966,0.001018868,0.0001073438,0.0001382436,0.002551892,0.00009072474,0.002894455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09291523,"threshold_uncertainty_score":0.1847488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008759657285408064,"score_gpt":0.3118806541571352,"score_spread":0.3031209968717271,"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."}}