{"id":"W3009083743","doi":"10.1159/000497490","title":"Predicting Progression of Untreated Macular Pucker Using Retinal Surface En Face Optical Coherence Tomography","year":2020,"lang":"en","type":"article","venue":"Ophthalmologica","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; McGill University","funders":"","keywords":"Ophthalmology; Medicine; Retinal; Visual acuity; Optical coherence tomography; External limiting membrane; Retina; Retinal pigment epithelium; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002958599,0.0002176695,0.0004989985,0.00004292386,0.00007380989,0.00001473279,0.0001344615,0.0001954202,0.0003303668],"category_scores_gemma":[0.0003863091,0.0001548593,0.0002096137,0.0004816022,0.0001855775,0.00005609827,0.0001368764,0.0002707611,0.00001231829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002104012,"about_ca_system_score_gemma":0.00006462923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001973598,"about_ca_topic_score_gemma":4.594695e-8,"domain_scores_codex":[0.9982826,0.0001530691,0.0003843776,0.000425058,0.0004202298,0.0003347135],"domain_scores_gemma":[0.9990888,0.000125182,0.000169754,0.0002113856,0.0001373767,0.0002675018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001028055,0.0001808838,0.7073024,0.0002304299,0.00008718916,0.002379218,0.0001914334,0.0001116985,0.2878084,0.00003065177,0.00005766043,0.0005919528],"study_design_scores_gemma":[0.003205198,0.008344332,0.5304146,0.002401058,0.000957156,0.009890541,0.00128455,0.0201547,0.4211268,0.0001488304,0.0009505402,0.00112166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939911,0.0005002337,0.0002512892,0.0007648126,0.00005322205,0.000454588,0.00001017799,0.00009428758,0.003880302],"genre_scores_gemma":[0.9854695,0.00001587566,0.01423273,0.00008628726,0.00007235446,0.000006125268,0.0000273548,0.0000202731,0.00006951785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1768878,"threshold_uncertainty_score":0.6314979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04534220881184043,"score_gpt":0.3143718920184283,"score_spread":0.2690296832065879,"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."}}