{"id":"W3217750548","doi":"10.1182/blood-2021-148935","title":"Single-Cell Analysis of Human B Lymphoid and Neutrophil/Monocyte Lineage Restriction","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Biology; Haematopoiesis; Progenitor cell; CD34; Immunology; Population; Lineage (genetic); Stromal cell; Stem cell; Cord blood; Cell biology; Lineage markers; Bone marrow; Myeloid; Molecular biology; Genetics; Cancer research; Gene; 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":[0.0001490014,0.00008653107,0.0001351213,0.0002077287,0.0001198146,0.0001636848,0.0001047696,0.0001502572,0.0008736082],"category_scores_gemma":[0.00008326069,0.00005820528,0.00008611382,0.0002163303,0.00005084622,0.00005562052,0.00009929361,0.0001756459,0.0003420196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001153981,"about_ca_system_score_gemma":0.0001157213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012718,"about_ca_topic_score_gemma":0.001375356,"domain_scores_codex":[0.9999354,0.00001036647,0.000006553486,0.00001446973,0.00002103066,0.00001228691],"domain_scores_gemma":[0.9999387,0.00001403752,0.000006477726,0.000009650873,0.00001809002,0.00001298056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004218648,0.00001012731,0.0004409683,0.00001363957,0.000001432677,0.00002255462,0.00001316644,0.00003855726,0.9980489,0.00003728422,0.00001844722,0.00131275],"study_design_scores_gemma":[0.000006632665,0.000167305,0.01593896,0.000005327651,0.00001024677,0.0002402776,0.00003548234,0.002030024,0.979376,0.00003643012,0.002150177,0.0000031318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822588,0.001122881,0.01365088,0.00002721118,0.00001094288,0.00009238745,0.001057331,0.0000968915,0.00168278],"genre_scores_gemma":[0.9827678,0.0004970239,0.01311399,0.00002627965,0.000004698843,0.0001078271,0.001407853,0.00001482083,0.002059667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001012718,"threshold_uncertainty_score":0.002922475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02755729730012271,"score_gpt":0.2846839647907831,"score_spread":0.2571266674906604,"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."}}