{"id":"W4401387292","doi":"10.1126/sciadv.adl5722","title":"Insulin restores retinal ganglion cell functional connectivity and promotes visual recovery in glaucoma","year":2024,"lang":"en","type":"article","venue":"Science Advances","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; Université du Québec à Montréal","funders":"National Eye Institute; Fonds de Recherche du Québec - Santé; Glaucoma Research Foundation","keywords":"Glaucoma; Retinal ganglion cell; Retinal; Ganglion; Neuroscience; Intrinsically photosensitive retinal ganglion cells; Ophthalmology; Retina; Medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001084994,0.0002482568,0.0002508489,0.0003365722,0.0001131601,0.0002218102,0.000171718,0.0002048777,0.001072494],"category_scores_gemma":[0.0001029587,0.00009392064,0.0001910808,0.0001249254,0.0001973257,0.0001822538,0.0001636308,0.0006276315,0.0001821708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001734986,"about_ca_system_score_gemma":0.0001522714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004068864,"about_ca_topic_score_gemma":0.000731027,"domain_scores_codex":[0.9999471,0.00000693732,0.000007826627,0.000006772586,0.00001546787,0.00001581974],"domain_scores_gemma":[0.9999386,0.000007221389,0.00001669488,0.000006918148,0.000004270435,0.00002624175],"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":[0.001116301,0.0003362069,0.0002791203,0.00006578598,0.00001483383,0.0001214645,0.00002208654,0.00007557109,0.9892294,0.0001274507,0.0001923998,0.008419281],"study_design_scores_gemma":[0.000614455,0.00628365,0.02777734,0.00003284087,0.00010231,0.0006212754,0.0001241585,0.002360159,0.9564302,0.0003410248,0.005296539,0.00001610077],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966364,0.001062758,0.0005303317,0.0001361256,0.00007043954,0.0000177262,0.0001046488,0.0001190805,0.001322504],"genre_scores_gemma":[0.9964301,0.0009666106,0.0007462556,0.00007417384,0.00002097825,0.00001882651,0.000168688,0.00002283278,0.001551418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001072494,"threshold_uncertainty_score":0.003587842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009295788585639127,"score_gpt":0.2761389573697269,"score_spread":0.2668431687840878,"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."}}