{"id":"W2415612818","doi":"10.1073/pnas.1524774113","title":"Photodegradation of retinal bisretinoids in mouse models and implications for macular degeneration","year":2016,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Eye Institute; Foundation Fighting Blindness; Research to Prevent Blindness","keywords":"Macular degeneration; Photodegradation; Retinal; Retinal degeneration; Degeneration (medical); Ophthalmology; Optometry; Medicine; Neuroscience; Chemistry; Biology; Photocatalysis; Biochemistry","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":[0.0006468297,0.001180199,0.0006275349,0.002808024,0.0004845996,0.0007735058,0.0006780099,0.001429911,0.002194675],"category_scores_gemma":[0.0002662955,0.0005134424,0.0009075229,0.0007440108,0.0006977753,0.0008540518,0.0004908099,0.00172426,0.0005668001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007321481,"about_ca_system_score_gemma":0.0002964971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029744,"about_ca_topic_score_gemma":0.001187581,"domain_scores_codex":[0.9992043,0.00017704,0.0001097804,0.0001886166,0.00020854,0.0001116674],"domain_scores_gemma":[0.9995916,0.00005276376,0.0001461527,0.00007239328,0.0000502838,0.00008665243],"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":[0.0008543326,0.0003751154,0.0006270764,0.0001124414,0.00003037539,0.0001843159,0.00005227097,0.0000996227,0.995027,0.0002802976,0.0001134643,0.002243688],"study_design_scores_gemma":[0.0002245649,0.003107917,0.01250463,0.00009710532,0.0002104255,0.001577215,0.0001661589,0.001648288,0.9723461,0.0005254177,0.007554152,0.00003808484],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692312,0.01319932,0.01086716,0.0009348098,0.000200327,0.0002888219,0.001949581,0.0006426125,0.002686115],"genre_scores_gemma":[0.9617065,0.01167206,0.01255257,0.0004635758,0.00005162731,0.0009642875,0.001956108,0.0001415348,0.01049178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002808024,"threshold_uncertainty_score":0.007341921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03718223514841645,"score_gpt":0.3010064736280934,"score_spread":0.263824238479677,"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."}}