{"id":"W7132896953","doi":"","title":"Retinal Stem Cells: Expansion and Progeny Characterization","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Extracellular matrix; Stem cell; Retinal pigment epithelium; Multicellular organism; Chromatin structure remodeling (RSC) complex; Cellular differentiation; In vivo; Cell culture","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001792005,0.0005131882,0.0003802653,0.00008120546,0.0002333008,0.0001546688,0.0001608926,0.0006959658,0.0001389033],"category_scores_gemma":[0.00002376894,0.0005643216,0.0001314428,0.000181748,0.00006972862,0.000008656575,0.0001180875,0.0002249215,0.00002359134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002264366,"about_ca_system_score_gemma":0.0004168915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001550384,"about_ca_topic_score_gemma":0.0000265752,"domain_scores_codex":[0.9977704,0.000142902,0.0004282614,0.000964065,0.0002981473,0.0003962536],"domain_scores_gemma":[0.9987891,0.000009975171,0.0003765918,0.0003542975,0.0002999884,0.0001700098],"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":[0.0003840422,0.00008058279,0.001297973,0.000525718,0.00008252179,0.0000151779,0.00292556,9.89918e-7,0.9753531,0.0000199433,0.0001832553,0.01913113],"study_design_scores_gemma":[0.0006782715,0.0003395628,0.009781012,0.0004079717,0.0001277662,0.00002072739,0.01143062,0.00007850083,0.9380796,0.000005082717,0.03820634,0.000844515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913524,0.00445993,0.0004024034,0.0001562926,0.0007093596,0.000543078,0.00001206299,0.00001536135,0.002349153],"genre_scores_gemma":[0.8908114,0.0182712,0.0004364543,0.0001610633,0.0002828588,0.00008598007,0.01164632,0.0001069894,0.0781977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1005409,"threshold_uncertainty_score":0.9996808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009482371844406578,"score_gpt":0.268511989848748,"score_spread":0.2590296180043414,"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."}}