{"id":"W4414043808","doi":"10.1101/2025.09.02.673793","title":"Erucamide regulates retinal neurovascular crosstalk","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Materials Research Science and Engineering Center, University of California, San Diego; Natural Sciences and Engineering Research Council of Canada; Division of Electrical, Communications and Cyber Systems; Materials Research Science and Engineering Center, Harvard University; Division of Materials Research; California Institute for Regenerative Medicine; University of California, San Diego; National Institutes of Health; National Science Foundation","keywords":"Retinal; Retina; Crosstalk; Ciliary neurotrophic factor; Retinal degeneration; Neurotrophic factors; Neuroprotection; Downregulation and upregulation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000753233,0.0002215942,0.0001352087,0.0001411636,0.0001182646,0.0002265495,0.0001296928,0.0002007703,0.0008136542],"category_scores_gemma":[0.00007619688,0.00005259813,0.0001584613,0.00005903258,0.0002063263,0.0001783126,0.0001457875,0.0002757743,0.0001910744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003238098,"about_ca_system_score_gemma":0.0001320125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004263259,"about_ca_topic_score_gemma":0.0004561139,"domain_scores_codex":[0.9999356,0.00001015039,0.000004012517,0.00001664553,0.00001405012,0.00001945321],"domain_scores_gemma":[0.9999522,0.000005519666,0.00001816517,0.000003409667,0.000008920952,0.00001182423],"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":[0.00007094265,0.000007510791,0.00009953811,0.00001996504,0.000001933211,0.00002507831,0.000005196969,0.00002117339,0.9989275,0.00006976164,0.00002161807,0.0007296845],"study_design_scores_gemma":[0.00001017734,0.0001600911,0.004246741,0.000006379078,0.00001150252,0.0001531868,0.00003849433,0.0004500861,0.9918048,0.00007026344,0.003044293,0.000003882872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992241,0.00352296,0.002218958,0.0001399505,0.0000269543,0.00001509086,0.0002792626,0.000103646,0.001452157],"genre_scores_gemma":[0.9959314,0.001061889,0.001277907,0.00005966968,0.000006483334,0.0000132935,0.0001885351,0.00001277087,0.00144802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008136542,"threshold_uncertainty_score":0.002721965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109858596989131,"score_gpt":0.2431632571608815,"score_spread":0.2320646711909902,"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."}}