{"id":"W4328053532","doi":"10.3928/23258160-20230130-05","title":"RWC Update: DRCR Retina Network Protocol AC, Step Therapy, and Clinical Practice Implications; Central Retinal Vein Occlusion with Secondary Branch Retinal Artery Occlusion and Incidental Myelinated Nerve Fiber Layer and CHRPE","year":2023,"lang":"en","type":"article","venue":"Ophthalmic surgery, lasers & imaging retina","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retina; Nerve fiber layer; Ophthalmology; Retinal; Occlusion; Central retinal vein occlusion; Medicine; Vein; Surgery; Neuroscience; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002706999,0.0006374754,0.000908062,0.0003019179,0.0008656456,0.0002547831,0.0001753527,0.0002578299,0.0004008551],"category_scores_gemma":[0.0007350703,0.0005329553,0.0002050942,0.0009554043,0.0009410988,0.00060461,0.0004770438,0.00111952,0.00004881658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001182699,"about_ca_system_score_gemma":0.0004874732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001571554,"about_ca_topic_score_gemma":0.000009574202,"domain_scores_codex":[0.9950884,0.000629206,0.001212811,0.001335726,0.0006532433,0.001080588],"domain_scores_gemma":[0.9956821,0.001882292,0.0006471513,0.0006796761,0.0004486344,0.0006601646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008030645,0.000456561,0.870715,0.0004373547,0.0002349085,0.004559404,0.0004195452,0.000004898717,0.002055364,0.00005222759,0.04899904,0.06403506],"study_design_scores_gemma":[0.003681971,0.0008308795,0.9341136,0.001411551,0.0002905414,0.02532878,0.00065206,0.0008718679,0.000223895,0.0001877448,0.03168222,0.0007248567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736199,0.0004230807,0.00003237703,0.0117711,0.0002310764,0.0107364,0.00005918843,0.0002767376,0.002850109],"genre_scores_gemma":[0.990423,0.0009050409,0.002724934,0.001126425,0.0007509679,0.0020407,0.0007036225,0.000159653,0.001165635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06339864,"threshold_uncertainty_score":0.9997122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092917879293094,"score_gpt":0.3192380654252878,"score_spread":0.2983088866323568,"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."}}