{"id":"W4211212205","doi":"10.1016/j.preteyeres.2022.101051","title":"It is time for a moonshot to find “Cures” for diabetic retinal disease","year":2022,"lang":"en","type":"review","venue":"Progress in Retinal and Eye Research","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"Canadian Institutes of Health Research; Novo Nordisk Fonden","keywords":"Disease; Blindness; Diabetes mellitus; Medicine; Neuroscience; Intensive care medicine; Macular degeneration; Clinical trial; Bioinformatics; Psychology; Ophthalmology; Optometry; Pathology; Endocrinology; 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":[0.001613137,0.0009143362,0.00219129,0.001782421,0.0003530712,0.001721276,0.0007407908,0.001602818,0.008603594],"category_scores_gemma":[0.002043725,0.0002752329,0.0008571343,0.001794965,0.0007435144,0.002874571,0.0009078472,0.004747369,0.003230824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008394168,"about_ca_system_score_gemma":0.002011021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105568,"about_ca_topic_score_gemma":0.004143219,"domain_scores_codex":[0.9996112,0.00009861747,0.0000636247,0.00005093088,0.0001303245,0.00004525163],"domain_scores_gemma":[0.9986609,0.0007449003,0.000143779,0.00004286245,0.0002926565,0.0001148225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001348901,0.00008700624,0.0001084177,0.01915388,0.0001456105,0.00009931366,0.00004824409,0.0001605882,0.0008722745,0.005610211,0.09667294,0.8769066],"study_design_scores_gemma":[0.00007738785,0.000134153,0.0003490043,0.006351818,0.0001854486,0.0002332371,0.00006320701,0.00005518505,0.0001335952,0.00373101,0.988669,0.00001696989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0000670718,0.9937929,0.0001818177,0.003215497,0.001630936,0.000007284502,0.00003119952,0.00002066697,0.001052675],"genre_scores_gemma":[0.000561983,0.9927276,0.0005315588,0.003969717,0.00117485,0.00001159307,0.0000466745,0.000005080838,0.0009709668],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008603594,"threshold_uncertainty_score":0.02878189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1986197526765724,"score_gpt":0.5134597699232035,"score_spread":0.3148400172466311,"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."}}