{"id":"W4312093790","doi":"10.3324/haematol.2022.282191","title":"Under the surface: scratching the acute lymphoblastic leukemia niche","year":2022,"lang":"en","type":"letter","venue":"Haematologica","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Scratching; Lymphoblastic Leukemia; Niche; Medicine; Leukemia; Immunology; Biology; Materials science","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":[0.00123735,0.0005417962,0.0007523025,0.0003960733,0.004267389,0.003230697,0.001225193,0.03243349,0.01094077],"category_scores_gemma":[0.007596039,0.0004707019,0.0007379277,0.000438112,0.002310157,0.004882704,0.001720327,0.02694196,0.008237683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002572268,"about_ca_system_score_gemma":0.001786447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004128822,"about_ca_topic_score_gemma":0.005835693,"domain_scores_codex":[0.9984599,0.0006509912,0.00009327344,0.0001346874,0.0003258284,0.0003352742],"domain_scores_gemma":[0.9977095,0.001081724,0.0001400076,0.0001199213,0.000240021,0.0007088356],"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":[0.0001057056,0.00004540505,0.001206974,0.00007008944,0.00001884563,0.02313528,0.0003619935,0.00006793392,0.0005842695,0.00524403,0.9525576,0.01660191],"study_design_scores_gemma":[0.000112332,0.0001268614,0.001569085,0.0002374056,0.00003011603,0.02829171,0.002071865,0.0002876627,0.000336546,0.01526257,0.951634,0.00004002119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001210405,0.004309322,0.00007116479,0.9787486,0.00718958,0.000007128839,0.0000255599,0.00002457244,0.008413747],"genre_scores_gemma":[0.02200206,0.005753492,0.0002374947,0.9291315,0.02464287,0.00002326941,0.00003354751,0.0000386353,0.01813712],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03243349,"threshold_uncertainty_score":0.03660047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03023946263437365,"score_gpt":0.291282967349312,"score_spread":0.2610435047149383,"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."}}