{"id":"W3093655976","doi":"10.71781/27036","title":"The role of insulin in retinal ganglion cell dendrite and synapse regeneration after optic nerve injury : molecular mechanisms and potential therapeutic targets","year":2019,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"KU Leuven; McGill University","keywords":"Dendrite (mathematics); Regeneration (biology); Synapse; Retinal ganglion cell; Neuroscience; Optic nerve; Medicine; Retina; Cell biology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002135585,0.0002731982,0.0003809339,0.0002318621,0.0008426296,0.00003066714,0.00009661481,0.0003094899,0.000003273835],"category_scores_gemma":[0.00003408399,0.000247376,0.0001169408,0.0001210566,0.0001438072,0.0001183404,0.00009227834,0.0003523714,0.000001963688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005440927,"about_ca_system_score_gemma":0.0003193744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001030468,"about_ca_topic_score_gemma":0.0003920292,"domain_scores_codex":[0.9984764,0.0001258754,0.0003318241,0.0003995467,0.0004437774,0.0002225152],"domain_scores_gemma":[0.9991348,0.00004569711,0.0002820509,0.0002447075,0.0001979393,0.0000948356],"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":[0.008883931,0.0002475218,0.004950451,0.0009011597,0.000422419,0.003927077,0.02655588,0.0001946619,0.9408839,0.007795876,0.00002029359,0.00521682],"study_design_scores_gemma":[0.004836203,0.001514251,0.1884931,0.001777487,0.002116623,0.002399735,0.0737641,0.006778637,0.7113789,0.004747205,0.0009537795,0.001240016],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8799221,0.1179878,0.00004165467,0.0001232175,0.0002396284,0.0005117295,0.00001634174,0.00001708503,0.00114048],"genre_scores_gemma":[0.9954667,0.001825386,0.0005424973,0.00001932304,0.00003745292,0.00002393117,0.0001322641,0.00002234639,0.00193008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.229505,"threshold_uncertainty_score":0.9999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002073834594196626,"score_gpt":0.1677369578900628,"score_spread":0.1656631232958662,"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."}}