{"id":"W2913206576","doi":"","title":"A Bioengineering Approach Towards Retina Regeneration","year":2018,"lang":"en","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":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Institute for Regenerative Medicine; Krembil Foundation","keywords":"Regeneration (biology); Retina; Neuroscience; Computer science; Biology; Cell biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001006735,0.0002229415,0.0001425854,0.00005901792,0.00006269663,0.00003535152,0.0001446462,0.0003316836,0.00004209328],"category_scores_gemma":[0.00005326594,0.000221631,0.00007936994,0.00008845556,0.000018761,0.000001760067,0.00002484548,0.00009014415,0.00002707124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001411384,"about_ca_system_score_gemma":0.0001208225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002500471,"about_ca_topic_score_gemma":0.00003356577,"domain_scores_codex":[0.9991347,0.0000172102,0.000142711,0.0003658515,0.0001482192,0.0001912876],"domain_scores_gemma":[0.9995238,0.000001106479,0.00008609551,0.0002386308,0.00009968536,0.00005068612],"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":[0.0005366859,0.0001041602,0.0001719441,0.0005976764,0.0002257196,0.000004049195,0.003296627,0.00007755864,0.8576292,0.0002900118,0.1209585,0.01610788],"study_design_scores_gemma":[0.0005042162,0.0003002346,0.001997145,0.00009236007,0.00006615729,0.000009554788,0.002729167,0.0003677319,0.6946934,0.00005646137,0.298211,0.0009724764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7939408,0.001937409,0.003096893,0.00009271342,0.0007147352,0.0003069945,0.000003287788,0.00004732259,0.1998598],"genre_scores_gemma":[0.5360135,0.001907549,0.02799413,0.000157937,0.001981303,0.000198295,0.02583811,0.000209127,0.4057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2579273,"threshold_uncertainty_score":0.9037849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107002000677577,"score_gpt":0.2837289655049321,"score_spread":0.2726589454981563,"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."}}