{"id":"W1975002653","doi":"10.1021/bp070324s","title":"Expansion of Human Neural Precursor Cells in Large‐Scale Bioreactors for the Treatment of Neurodegenerative Disorders","year":2008,"lang":"en","type":"article","venue":"Biotechnology Progress","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Calgary","funders":"","keywords":"Nestin; Transplantation; Bioreactor; Multiple sclerosis; Human brain; Neuroscience; Biology; Neural stem cell; Stem cell; Medicine; Immunology; Cell biology; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008541879,0.0001525703,0.000216331,0.000117045,0.00009314359,0.00000240316,0.0002989886,0.0002999952,0.000002366142],"category_scores_gemma":[0.00001396114,0.0001061301,0.0001162417,0.0001674078,0.0006587522,0.000003007545,0.00008651237,0.00007224054,5.898153e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001542201,"about_ca_system_score_gemma":0.00003851852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002443911,"about_ca_topic_score_gemma":0.0001798882,"domain_scores_codex":[0.9989498,0.0000608782,0.000244732,0.0003351484,0.0001076069,0.0003018892],"domain_scores_gemma":[0.9993369,0.00002610696,0.0001250926,0.0004321355,0.00005339245,0.00002640124],"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":[0.0001506871,0.0006348857,0.01435176,0.00002461368,0.00004048585,0.000002117837,0.0002418837,0.00002687066,0.9801521,0.00002920072,0.00008151754,0.004263856],"study_design_scores_gemma":[0.00111148,0.002649502,0.005019724,0.000006520963,0.00001197145,0.000003149633,0.0001501516,0.0003958448,0.9870789,0.000008775691,0.003468842,0.00009510302],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959797,0.002305654,0.0001405535,0.0003686552,0.00008027165,0.001018918,0.00008066055,0.00001353904,0.0000120803],"genre_scores_gemma":[0.9972842,0.001988702,0.0003140872,0.000005842085,0.00002447847,0.0001914474,0.00005346286,0.00001881333,0.0001189391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00933204,"threshold_uncertainty_score":0.432786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782159158170811,"score_gpt":0.2846677889548332,"score_spread":0.2668461973731251,"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."}}