{"id":"W2620614367","doi":"10.1016/j.omtm.2017.05.007","title":"Lentiviral Fluorescent Genetic Barcoding for Multiplex Fate Tracking of Leukemic Cells","year":2017,"lang":"en","type":"article","venue":"Molecular Therapy — Methods & Clinical Development","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"Canadian Institutes of Health Research; Deutsche Krebshilfe; University of British Columbia; BC Cancer Agency; Faculty of Medicine, University of British Columbia","keywords":"Multiplex; Biology; Leukemia; Homing (biology); In vivo; Computational biology; Cancer research; Immunology; Bioinformatics; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007555063,0.0005139305,0.0003298149,0.0006656405,0.0003112757,0.0007824192,0.0005052668,0.0005709396,0.001243943],"category_scores_gemma":[0.0004077204,0.0003407061,0.0003086113,0.0004017768,0.0004567866,0.0004323874,0.0005195735,0.001298566,0.0005245691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006133401,"about_ca_system_score_gemma":0.0004710078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008862971,"about_ca_topic_score_gemma":0.001479625,"domain_scores_codex":[0.9993868,0.00007467619,0.00005368122,0.0001365148,0.0002698274,0.00007845382],"domain_scores_gemma":[0.999702,0.00005581611,0.00009983023,0.00005608921,0.00004756427,0.00003863144],"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":[0.00003138023,0.00002993651,0.0001701683,0.00003056984,0.000004652264,0.00002671546,0.0000362996,0.000236381,0.9924108,0.0009271582,0.0001741286,0.00592191],"study_design_scores_gemma":[0.00001273235,0.00008902448,0.0006353631,0.000008231106,0.00001344272,0.0001256782,0.00001259338,0.004923273,0.9866884,0.0001643569,0.007316791,0.00001009773],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.499678,0.001487067,0.4861997,0.0003629077,0.0002110664,0.001163353,0.002934773,0.00268544,0.005277693],"genre_scores_gemma":[0.7241766,0.001785825,0.2586055,0.000284797,0.00006395219,0.001276923,0.004055121,0.0004154289,0.009335832],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001243943,"threshold_uncertainty_score":0.004450142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1376926374743896,"score_gpt":0.432161453853886,"score_spread":0.2944688163794963,"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."}}