{"id":"W4411980142","doi":"10.1167/iovs.66.9.11","title":"Quantitative Choroidal Analysis of Molecularly Characterized Retinitis Pigmentosa","year":2025,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Retinitis pigmentosa; Ophthalmology; Medicine; Retinal","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005907197,0.0001992523,0.000352225,0.0005195653,0.0001840438,0.00003452484,0.0004721161,0.000119931,0.0000597303],"category_scores_gemma":[0.0008450085,0.0001913757,0.0001418304,0.00259542,0.003144879,0.00002012821,0.000268579,0.0001010512,0.000006232278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002749078,"about_ca_system_score_gemma":0.0005007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006089369,"about_ca_topic_score_gemma":0.000004798822,"domain_scores_codex":[0.9981756,0.0001752269,0.00036823,0.0006425716,0.0002789767,0.000359438],"domain_scores_gemma":[0.9990051,0.00005105955,0.0002178317,0.0002539423,0.0003508971,0.0001211366],"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":[0.0001202853,0.00006753642,0.07503234,0.000008143803,0.0003250553,0.00001169204,0.0001886895,0.00001105555,0.923376,0.000733529,0.00002441229,0.0001012833],"study_design_scores_gemma":[0.0002683985,0.0004767929,0.3301293,0.00001744658,0.0001224067,0.000004524059,0.000223602,0.0002066759,0.6676582,0.0006690156,0.00006351744,0.0001601687],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920979,0.0001596976,0.00019567,0.0002243784,0.0001300392,0.0001952621,0.00001773138,0.000008622103,0.006970768],"genre_scores_gemma":[0.9967365,0.0000217554,0.002363186,0.0002816199,0.000008359223,0.00003284031,0.00008949984,0.000006813356,0.0004594605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2557178,"threshold_uncertainty_score":0.999568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282757764007815,"score_gpt":0.3395771434753222,"score_spread":0.3167495658352441,"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."}}