{"id":"W4404186530","doi":"10.1186/s40942-024-00605-w","title":"Structural effects of intraretinal cysts on outer retinal layers in eyes with diabetic macular edema","year":2024,"lang":"en","type":"article","venue":"International Journal of Retina and Vitreous","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ophthalmology; Retinal; Diabetic macular edema; Medicine; Diabetic retinopathy; Macular edema; Edema; Diabetes mellitus; Internal medicine; Endocrinology","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":[0.0001083874,0.0001702157,0.0003217628,0.0003071475,0.00001656832,0.00004754452,0.0001077895,0.00005101689,0.00004131041],"category_scores_gemma":[0.00008499558,0.0001081889,0.0001408844,0.00009800278,0.00009712713,0.00008897466,0.00002528317,0.0002344196,0.000003583833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008985709,"about_ca_system_score_gemma":0.0000839866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001911315,"about_ca_topic_score_gemma":0.000002242735,"domain_scores_codex":[0.9986718,0.00005064442,0.000362302,0.0001780051,0.0005815637,0.0001556676],"domain_scores_gemma":[0.9992688,0.0001704233,0.0001577976,0.00008116628,0.0001889466,0.000132842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02118314,0.000951678,0.7186025,0.00230144,0.003072913,0.1344322,0.002261793,0.000115363,0.01324678,0.002379534,0.000665976,0.1007868],"study_design_scores_gemma":[0.008716745,0.01151879,0.9254482,0.01580535,0.0009104148,0.01581351,0.0003218509,0.001313957,0.01735832,0.001432411,0.0009493585,0.0004110989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959104,0.001950306,0.00002575163,0.001160676,0.0003837038,0.0001448343,0.00001106792,0.000008971913,0.0004042769],"genre_scores_gemma":[0.998944,0.0002684202,0.0003341583,0.000112578,0.000216808,0.00000327357,0.000008439281,0.00001839465,0.00009392748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2068457,"threshold_uncertainty_score":0.4411814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004835976176911,"score_gpt":0.2740593412876199,"score_spread":0.2692233651107089,"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."}}