{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004947037,0.000104896,0.0001351584,0.0002244733,0.0001244762,0.00006066108,0.00006132195,0.00003814323,0.00004056884],"category_scores_gemma":[0.0004061028,0.00007904963,0.00003089438,0.0008136877,0.0006115632,0.0005905568,0.00004331044,0.0001785452,0.00001712807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006044801,"about_ca_system_score_gemma":0.000236633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000340807,"about_ca_topic_score_gemma":0.00005037406,"domain_scores_codex":[0.9988045,0.00002801694,0.0001425323,0.0004232582,0.0003552087,0.0002465239],"domain_scores_gemma":[0.9995562,0.0001872296,0.00002771995,0.00008550835,0.00005329569,0.00009006915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007940597,0.0003286144,0.6616815,0.0005854424,0.000006806414,0.0002867619,0.0007187464,0.000005691455,0.2636255,0.0006845545,0.0002125117,0.07106987],"study_design_scores_gemma":[0.0004115349,0.0008079567,0.9702334,0.000320167,0.00001175663,0.0001200592,0.0005953913,0.0007904476,0.021329,0.003197884,0.002046359,0.0001360114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887173,0.007702348,0.00006191929,0.0009122756,0.0004993023,0.0001854132,0.00000192822,0.00005653544,0.001862946],"genre_scores_gemma":[0.9987209,0.0002178484,0.0004826133,0.00007975449,0.00008800118,0.00001079913,0.000002169569,0.00000697524,0.00039089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.308552,"threshold_uncertainty_score":0.322355,"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."}}