{"id":"W4388974192","doi":"10.3390/diagnostics13233521","title":"An Optical Coherence Tomography-Based Measure as an Independent Estimate of Retinal Function in Retinitis Pigmentosa","year":2023,"lang":"en","type":"article","venue":"Diagnostics","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Eye Institute; University of Pittsburgh; Research to Prevent Blindness; National Institutes of Health; Foundation Fighting Blindness","keywords":"Retinitis pigmentosa; Retinal; Nerve fiber layer; Outer nuclear layer; Ophthalmology; Medicine; Visual acuity; Retina; Optical coherence tomography; Biology; Neuroscience","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":[],"consensus_categories":[],"category_scores_codex":[0.0003298831,0.0001433269,0.0001356309,0.0001220128,0.00004205318,0.0000248349,0.0001661345,0.0001596195,0.00003285056],"category_scores_gemma":[0.0004467064,0.0001504407,0.00004787688,0.0003020743,0.0000909373,0.000007650399,0.00003868244,0.00009964435,0.00001790396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000081265,"about_ca_system_score_gemma":0.0001245384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004114411,"about_ca_topic_score_gemma":0.0001384685,"domain_scores_codex":[0.998821,0.00007739029,0.0002477114,0.0003233848,0.0002804137,0.0002501031],"domain_scores_gemma":[0.9993909,0.00005254092,0.00007138759,0.0002550907,0.0001166272,0.0001134242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000653155,0.000454393,0.8962407,0.00006804539,0.00002923452,0.00007355053,0.0001234074,0.001023483,0.09405088,0.0005931321,0.0009533938,0.005736588],"study_design_scores_gemma":[0.00134688,0.002322132,0.8844778,0.0001238205,0.00003899651,0.000005574115,0.0003666234,0.0009167336,0.108435,0.0009162418,0.0006554393,0.0003947337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974188,0.00009518686,0.0009559613,0.00007527714,0.000122514,0.0001915835,0.00001928893,0.00002984948,0.001091596],"genre_scores_gemma":[0.9979945,0.0001311264,0.0008582716,0.0001094815,0.00003822948,0.00003904688,0.0007918676,0.00001823395,0.00001928936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01438416,"threshold_uncertainty_score":0.6134792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119138414736181,"score_gpt":0.2727483217796809,"score_spread":0.2608344803060628,"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."}}