{"id":"W1028972717","doi":"","title":"Retinal Ganglion Cells can be More Efficiently Generated From Adult Human Retinal Stem Cells After Atoh7 or Brn3b Gene Transduction","year":2005,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Transduction (biophysics); Retinal; Retina; Biology; Ganglion; Cell biology; Ophthalmology; Neuroscience; Medicine; Biophysics","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","sts"],"consensus_categories":[],"category_scores_codex":[0.0004287245,0.0004129606,0.00029108,0.0001577377,0.0005006094,0.00008588067,0.0005406004,0.0002772592,0.0002575868],"category_scores_gemma":[0.00005413167,0.0003609107,0.00009935582,0.000697441,0.002825829,0.00003532032,0.0001715852,0.0002450124,0.00003380345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001041057,"about_ca_system_score_gemma":0.0004669071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001883487,"about_ca_topic_score_gemma":0.00005952194,"domain_scores_codex":[0.996819,0.0002278286,0.000474759,0.00122489,0.0005257329,0.0007278526],"domain_scores_gemma":[0.9986395,0.00002254642,0.0002201316,0.00032206,0.0004150562,0.0003806572],"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":[0.000349696,0.0001331866,0.005216823,0.000009092328,0.00002328313,0.0001042846,0.001011953,0.0001835032,0.9924676,0.000008101759,0.0003413853,0.0001510948],"study_design_scores_gemma":[0.0006407743,0.0008404842,0.0127369,0.00003224362,0.00002902253,0.0001111168,0.0004775956,0.0003030729,0.9839261,0.00004658777,0.000375694,0.0004804222],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980552,0.0001183829,0.00003222096,0.0007031172,0.0003537863,0.0003632159,0.0000662602,0.00003065769,0.0002771509],"genre_scores_gemma":[0.9951396,0.00002013299,0.002229811,0.0009711359,0.0003173909,0.000045267,0.000157643,0.00003289454,0.001086105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008541511,"threshold_uncertainty_score":0.9998879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103915282887234,"score_gpt":0.2905870249338987,"score_spread":0.2695478721050263,"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."}}