{"id":"W4293230851","doi":"10.1016/j.xpro.2022.101628","title":"Derivation and culturing of neural stem cells from human embryonic brain tissue","year":2022,"lang":"en","type":"article","venue":"STAR Protocols","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Terry Fox Research Institute; McMaster University","keywords":"Embryonic stem cell; Neural stem cell; Biology; In vitro; Human brain; Computational biology; Cell biology; Neuroscience; Stem cell; Gene; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002086221,0.00009497751,0.0001150068,0.00003215982,0.0001528169,0.00002009099,0.0001984188,0.00004483533,0.00008081812],"category_scores_gemma":[0.000007504263,0.00009698498,0.00003063092,0.0000643488,0.00004509645,0.000004432897,0.0003960848,0.0001121644,0.000002024304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002031936,"about_ca_system_score_gemma":0.00003404899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005546647,"about_ca_topic_score_gemma":0.00001746368,"domain_scores_codex":[0.9989919,0.0001616443,0.0001714163,0.0002807945,0.0002167993,0.0001774102],"domain_scores_gemma":[0.9995579,0.00001176026,0.00009052645,0.0002545277,0.0000370911,0.00004820708],"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":[0.00006062681,0.00003791906,0.0005552956,0.00005862402,0.00001628004,0.000003432525,0.00007760437,0.00008306868,0.9964409,0.00001628072,0.0009597979,0.001690204],"study_design_scores_gemma":[0.0006933121,0.0005434405,0.001282839,0.00001208687,0.000002710435,0.000002529066,0.0001181629,0.00009378441,0.9536936,0.00005056077,0.04339961,0.0001073971],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799191,0.00006900358,0.00006546025,0.0001280875,0.00001703714,0.01955487,0.00008292632,0.000008681545,0.0001548378],"genre_scores_gemma":[0.9753509,0.000002178191,0.0002146385,0.0000603404,0.00006679464,0.02255501,0.0001096075,0.00002077563,0.001619752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0427473,"threshold_uncertainty_score":0.3954933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02588112825803146,"score_gpt":0.3239315415278397,"score_spread":0.2980504132698082,"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."}}