{"id":"W4405808852","doi":"10.3390/diagnostics15010028","title":"From Cellular to Metabolic: Advances in Imaging of Inherited Retinal Diseases","year":2024,"lang":"en","type":"review","venue":"Diagnostics","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Optical coherence tomography; Retinal; Scanning laser ophthalmoscopy; Fluorescence-lifetime imaging microscopy; Computer science; Optical imaging; Adaptive optics; Functional imaging; Modalities; Neuroscience; Medicine; Biology; Ophthalmology; Optics; Physics; Fluorescence","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006796265,0.0003079223,0.0007128293,0.0001501924,0.00001433768,0.0000254252,0.0002623209,0.0001261625,0.00001682062],"category_scores_gemma":[0.0005244231,0.0002642727,0.00022231,0.0003016913,0.00004900368,0.000003373485,0.0002100491,0.0001252238,0.00003803333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001056297,"about_ca_system_score_gemma":0.000160922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002695835,"about_ca_topic_score_gemma":0.00001478419,"domain_scores_codex":[0.9986745,0.00006780216,0.000459619,0.0004395747,0.0001449997,0.0002135785],"domain_scores_gemma":[0.9993903,0.00008772674,0.0001201898,0.0002676613,0.00004555691,0.0000885786],"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":[0.00003357544,0.0001476623,0.005125969,0.006973601,0.0001618404,0.0001286128,0.00009393776,0.000006500535,0.0001370054,0.0001270827,0.01079714,0.9762671],"study_design_scores_gemma":[0.00008368398,0.00002442413,0.0002054614,0.004096649,0.0004690378,0.000001147184,0.00003493651,0.000001573284,0.0001567693,0.0001403353,0.9944788,0.0003071612],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007639887,0.9977812,0.0001076362,0.00002298542,0.0003119682,0.0003328828,0.0004023188,0.00000992301,0.000267076],"genre_scores_gemma":[0.0003428918,0.9968739,0.0004393853,0.00006146741,0.0002482237,0.00008393529,0.001829977,0.00004864714,0.00007158525],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9836817,"threshold_uncertainty_score":0.9999809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061250557353684,"score_gpt":0.3081039027797787,"score_spread":0.2974913972062418,"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."}}