{"id":"W1815740324","doi":"10.1016/j.celrep.2015.04.056","title":"Single Transcription Factor Conversion of Human Blood Fate to NPCs with CNS and PNS Developmental Capacity","year":2015,"lang":"en","type":"article","venue":"Cell Reports","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Transcription factor; Cell biology; Biology; Neuroscience; Computational biology; Genetics; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001268118,0.00009916955,0.0001115616,0.00003975424,0.00004219199,0.00001193531,0.00004923879,0.000075389,0.00001042914],"category_scores_gemma":[0.00001581752,0.00008721796,0.00002353348,0.00005159671,0.00006435221,0.000004892973,0.00005255887,0.00004699366,0.000001876712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002216171,"about_ca_system_score_gemma":0.00007485696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005561599,"about_ca_topic_score_gemma":0.0000373682,"domain_scores_codex":[0.9991545,0.00002540166,0.0001758679,0.0002749366,0.0002076315,0.0001616787],"domain_scores_gemma":[0.9994709,0.000002191583,0.00007779155,0.0001583691,0.000110975,0.0001797223],"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":[0.00003743163,0.0001040715,0.01491277,0.00004732692,0.00001641952,0.00005460349,0.0002583669,0.000003925467,0.9842896,3.537276e-7,0.000221112,0.00005404843],"study_design_scores_gemma":[0.0003980033,0.0006168502,0.002541907,0.00001420217,0.00001336608,0.0001367938,0.0001445994,0.000001196372,0.9912387,0.000003856541,0.004776332,0.0001142306],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969013,0.00007688485,0.0001646696,0.00001461431,0.00004454012,0.0002039715,0.000007376716,0.000006666199,0.002580001],"genre_scores_gemma":[0.997979,0.000009328251,0.0006725667,0.00001799794,0.00001872712,0.000004762995,0.00005356711,0.00001241034,0.001231667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01237086,"threshold_uncertainty_score":0.3556645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0350300296193387,"score_gpt":0.24195503620447,"score_spread":0.2069250065851313,"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."}}