{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002632315,0.0002605605,0.0002329019,0.0005362069,0.0003927248,0.0003335763,0.0002536205,0.0003325688,0.001380029],"category_scores_gemma":[0.001372868,0.000142046,0.0002149757,0.0002881651,0.0005041417,0.0003924748,0.0003804146,0.0002644201,0.0004533026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002356745,"about_ca_system_score_gemma":0.0002456874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006959425,"about_ca_topic_score_gemma":0.000927002,"domain_scores_codex":[0.9998314,0.0000256163,0.00002415386,0.00003475232,0.00004106192,0.00004282957],"domain_scores_gemma":[0.9990507,0.000145022,0.0005148629,0.0000939576,0.00008148314,0.0001139725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0002451084,0.00007387567,0.8224281,0.00009464697,0.00003824478,0.1586332,0.0003772535,0.00007830295,0.007751169,0.0000882105,0.0002123647,0.00997954],"study_design_scores_gemma":[0.00002790948,0.0004620478,0.337624,0.0000333857,0.00003073638,0.6588393,0.0003468349,0.0002482488,0.001553661,0.00009011053,0.0007344647,0.0000093623],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988122,0.0005312999,0.0001331896,0.00002467122,0.0000051528,0.000006479178,0.00001511364,0.00001072362,0.0004611453],"genre_scores_gemma":[0.999566,0.0001332826,0.0001064833,0.00002391586,0.00001863626,0.000002919623,0.00002309659,0.000001731633,0.0001240364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001380029,"threshold_uncertainty_score":0.004616678,"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."}}