{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019947,0.0002792285,0.0004521969,0.00132228,0.0001334165,0.0004709344,0.0004175283,0.0003721838,0.000412782],"category_scores_gemma":[0.004022085,0.0001093206,0.0005584134,0.0007462198,0.0002260041,0.0004776132,0.0002273245,0.0002537477,0.00009698972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002347302,"about_ca_system_score_gemma":0.000344904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001604314,"about_ca_topic_score_gemma":0.002330529,"domain_scores_codex":[0.9995297,0.0001277233,0.00009606434,0.00008907686,0.0001256875,0.00003170728],"domain_scores_gemma":[0.9981555,0.0005008347,0.0009512233,0.00004889704,0.0002758983,0.00006764222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003630363,0.00003157373,0.9505854,0.0008443319,0.0003611307,0.0002511322,0.00003994576,0.0002323624,0.0003815999,0.00003487828,0.0002687127,0.0466059],"study_design_scores_gemma":[0.00002104688,0.0003936449,0.9935265,0.0005144142,0.000539805,0.00207786,0.0001521163,0.001186328,0.0003670094,0.00005065916,0.001159146,0.00001163711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.893715,0.1043203,0.0006311039,0.0001837185,0.00005286154,0.00003766103,0.0004213495,0.00001809027,0.000619869],"genre_scores_gemma":[0.984537,0.01453427,0.0004033995,0.00004365636,0.00007455696,0.00001239516,0.0002896945,0.000002841637,0.0001021796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001604314,"threshold_uncertainty_score":0.005394042,"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."}}