{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001757428,0.000488895,0.000312874,0.001875474,0.0002384494,0.0005152075,0.000381256,0.0004809356,0.000888614],"category_scores_gemma":[0.00440977,0.0001273635,0.0003837093,0.0009531039,0.0003665079,0.0003674867,0.0003983515,0.0006063678,0.0002130608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002550748,"about_ca_system_score_gemma":0.0002639858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008058809,"about_ca_topic_score_gemma":0.001186462,"domain_scores_codex":[0.9990873,0.0003945291,0.0001352905,0.0001058378,0.0002232604,0.00005371188],"domain_scores_gemma":[0.9947917,0.001826143,0.002491822,0.0003101849,0.000366123,0.0002140664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001387142,0.0000213351,0.9964203,0.00001337062,0.00005015597,0.0000735197,0.00001594322,0.0001068119,0.0009419429,0.00002757972,0.00004640196,0.00214392],"study_design_scores_gemma":[0.000008837916,0.0001541065,0.9965622,0.000009321729,0.00007540588,0.00112031,0.00004198378,0.0008221442,0.0009472825,0.00005081123,0.000201516,0.000006172467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956344,0.00110629,0.001503901,0.00006881334,0.0000136771,0.00002341236,0.000444772,0.00001740516,0.001187341],"genre_scores_gemma":[0.998428,0.0001142318,0.001059272,0.00001914155,0.00001755522,0.00002014893,0.0002380639,0.000003935002,0.00009979052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001875474,"threshold_uncertainty_score":0.009294271,"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."}}