{"id":"W3140754654","doi":"10.3390/curroncol28020131","title":"Consensus Recommendations for MRD Testing in Adult B-Cell Acute Lymphoblastic Leukemia in Ontario","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Princess Margaret Cancer Centre; Ottawa Hospital; Hamilton Regional Laboratory Medicine Program; University of Ottawa; University Health Network; University of Toronto; Hamilton Health Sciences; London Health Sciences Centre; McMaster University","funders":"","keywords":"Medicine; Minimal residual disease; Oncology; Genetic testing; Lymphoblastic Leukemia; Internal medicine; Intensive care medicine; Leukemia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.05051269,0.001196807,0.001754373,0.006726624,0.003870972,0.004288552,0.01125035,0.00811403,0.0069287],"category_scores_gemma":[0.06155508,0.001573768,0.004996656,0.006123245,0.002435794,0.002426246,0.005951388,0.006642076,0.003299297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0319249,"about_ca_system_score_gemma":0.1636107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4668479,"about_ca_topic_score_gemma":0.5312256,"domain_scores_codex":[0.955269,0.01250628,0.0111527,0.001686481,0.01481979,0.004565718],"domain_scores_gemma":[0.8553768,0.009886574,0.008965535,0.00224533,0.1098902,0.01363561],"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":[0.0002060082,0.0002566903,0.01098444,0.006940103,0.0001662811,0.001515666,0.00305796,0.001453772,0.002382843,0.006633455,0.7209563,0.2454465],"study_design_scores_gemma":[0.0002543679,0.0001281763,0.02256407,0.01421806,0.0002572878,0.0006581298,0.00164853,0.0007228663,0.0007225688,0.003461088,0.9552134,0.0001514146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01028846,0.1173303,0.04453604,0.597703,0.0271791,0.01662786,0.01202897,0.001601033,0.1727053],"genre_scores_gemma":[0.09405078,0.1697551,0.3808994,0.1982593,0.006687714,0.01808135,0.03271054,0.0009468475,0.09860902],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5331521,"threshold_uncertainty_score":0.928261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214979417341028,"score_gpt":0.3957839599487055,"score_spread":0.2742860182146026,"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."}}