{"id":"W3174843229","doi":"","title":"Human Pluripotent Stem Cells and Early Brain Development","year":2021,"lang":"en","type":"article","venue":"SFU Undergraduate Research Symposium Journal","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Induced pluripotent stem cell; Stem cell; Neuroscience; Biology; Human brain; Cell biology; Embryonic stem cell; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007546897,0.0002578141,0.0002167262,0.0004173882,0.0002765703,0.0009779545,0.0002957439,0.0008276681,0.00245764],"category_scores_gemma":[0.0005612984,0.0001416344,0.0001539195,0.0004322092,0.0008498192,0.0006482914,0.0007013264,0.001770565,0.0005683881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005940931,"about_ca_system_score_gemma":0.0004218788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006616492,"about_ca_topic_score_gemma":0.0008625942,"domain_scores_codex":[0.9996144,0.0001038441,0.00003254815,0.00005001979,0.0001564003,0.00004291307],"domain_scores_gemma":[0.9997391,0.0001178966,0.0000493545,0.00001197667,0.00004356495,0.0000380734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002066678,0.00007346612,0.00162666,0.001367736,0.00003528583,0.001294408,0.001705769,0.001805219,0.1167751,0.3582902,0.02032852,0.4964908],"study_design_scores_gemma":[0.00004316262,0.0005075206,0.006240108,0.0008894744,0.00003151629,0.002424362,0.0006852806,0.001284396,0.08777351,0.1835811,0.7164821,0.0000576006],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0574009,0.7218282,0.07549919,0.0334301,0.004217719,0.0001648739,0.0005291016,0.0002594152,0.1066705],"genre_scores_gemma":[0.4105795,0.500404,0.02530635,0.007639212,0.002117969,0.0002298471,0.0006165928,0.00006783493,0.0530387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00245764,"threshold_uncertainty_score":0.008221626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03422584318262966,"score_gpt":0.317673688358878,"score_spread":0.2834478451762484,"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."}}