{"id":"W4286634523","doi":"10.1097/icb.0000000000001298","title":"NODULAR EPIRETINAL MÜLLER CELL GLIOSIS IN THE FOVEA","year":2022,"lang":"en","type":"article","venue":"Retinal Cases & Brief Reports","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"Allergan; Carl Zeiss Meditec AG; Genentech; Alimera Sciences; Biogen","keywords":"Gliosis; Medicine; Epiretinal membrane; Ophthalmology; Posterior vitreous detachment; Retinal detachment; Visual acuity; Lesion; Optical coherence tomography; Retina; Fundus photography; Retinal; Vitrectomy; Fluorescein angiography; Pathology; Optics; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001979457,0.0002646254,0.0004573424,0.0001850655,0.0003190788,0.00004044857,0.0001466453,0.00006412419,0.001365442],"category_scores_gemma":[0.0003769875,0.0002019527,0.0003896302,0.000653158,0.0001047763,0.00006427547,0.000200422,0.0006859136,0.00001721133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001386211,"about_ca_system_score_gemma":0.000238473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006761843,"about_ca_topic_score_gemma":0.00001063053,"domain_scores_codex":[0.9966454,0.0003428645,0.0007214349,0.0005923115,0.001174884,0.0005230896],"domain_scores_gemma":[0.9983978,0.0002416288,0.0003330186,0.0007739737,0.00009656516,0.0001570485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001336479,0.001236642,0.3239594,0.0003231106,0.00005768116,0.595914,0.0008450181,0.00005268125,0.006464232,0.0003170509,0.06517489,0.0043188],"study_design_scores_gemma":[0.0005982542,0.0009935284,0.09025169,0.0001019462,0.00022062,0.2026817,0.001121004,0.00005547018,0.00199539,0.0002695831,0.7013195,0.0003913627],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710854,0.002185028,0.00001812425,0.00270428,0.0003073542,0.0005553787,0.000009064093,0.00006247285,0.02307285],"genre_scores_gemma":[0.9930732,0.0000632258,0.0001253644,0.004275025,0.0002492825,0.0001685629,0.00008395316,0.0000419813,0.001919455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6361446,"threshold_uncertainty_score":0.9995474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696666088624152,"score_gpt":0.255705937835616,"score_spread":0.2387392769493744,"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."}}