{"id":"W2113927646","doi":"10.1371/journal.pone.0021801","title":"Direct Generation of Neurosphere-Like Cells from Human Dermal Fibroblasts","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"Seoul National University Hospital; Seoul National University","keywords":"Neurosphere; SOX2; Neural stem cell; Transfection; Biology; Cell biology; Cell culture; Stem cell; Cellular differentiation; Molecular biology; Embryonic stem cell; Gene; Adult stem cell; Genetics","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":[0.0002695622,0.0003304771,0.0001817186,0.0002712542,0.0001866063,0.0003034796,0.0001907231,0.0002549811,0.002145373],"category_scores_gemma":[0.0001623452,0.0001316983,0.0002597861,0.0001335458,0.0002056912,0.0001417235,0.0002581878,0.0004075409,0.001041748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001280391,"about_ca_system_score_gemma":0.000202468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005711918,"about_ca_topic_score_gemma":0.001282274,"domain_scores_codex":[0.9998655,0.00001667121,0.00001445687,0.0000355203,0.00004921545,0.00001856457],"domain_scores_gemma":[0.9998928,0.00002679312,0.0000110803,0.00002925692,0.0000193396,0.00002072313],"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":[0.0000233154,0.00001912983,0.0001866213,0.00004343214,0.000004395964,0.0002169473,0.00003513843,0.00006359175,0.9964224,0.0002264761,0.0001537778,0.002604759],"study_design_scores_gemma":[0.0000185981,0.00006786406,0.001072322,0.000008980154,0.00001051738,0.000592395,0.00003572796,0.0005562993,0.9856289,0.000101204,0.01190197,0.000005136974],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8425925,0.003430159,0.1060402,0.000498198,0.0005379434,0.001343103,0.005468618,0.0008159896,0.03927324],"genre_scores_gemma":[0.9292659,0.002866707,0.04710093,0.0001602546,0.00004129006,0.000434289,0.003379462,0.0001262125,0.01662486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002145373,"threshold_uncertainty_score":0.007176995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07478759734837448,"score_gpt":0.238455418726594,"score_spread":0.1636678213782196,"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."}}