{"id":"W4311273274","doi":"10.1097/iae.0000000000003696","title":"BACILLARY LAYER DETACHMENT AND ASSOCIATED ABNORMALITIES IN RHEGMATOGENOUS RETINAL DETACHMENT","year":2022,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Retinal detachment; Ophthalmology; Optical coherence tomography; Medicine; Foveal; Retina; Retinal; Outer nuclear layer; Retinopathy; 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":[0.001008473,0.0001815338,0.0003833995,0.0001511649,0.0001952588,0.00001875344,0.00007252077,0.00005742168,0.0004896458],"category_scores_gemma":[0.00008782678,0.0001688841,0.000108728,0.0002392366,0.0000570441,0.00004158037,0.0002118223,0.0003646984,0.00001423861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002719469,"about_ca_system_score_gemma":0.00009740477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001643536,"about_ca_topic_score_gemma":0.00002110408,"domain_scores_codex":[0.998149,0.0002365858,0.0003695707,0.0003067506,0.0005268165,0.0004112821],"domain_scores_gemma":[0.9994173,0.00008462078,0.0001064557,0.0002079868,0.00004361379,0.0001400254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006189187,0.0005660411,0.9816666,0.0002257947,0.0001376448,0.002707349,0.001777086,0.00002287734,0.003737859,0.0007406683,0.003897064,0.003902053],"study_design_scores_gemma":[0.003385855,0.001442987,0.8487149,0.0002889783,0.000236171,0.002903504,0.003593296,0.0004833665,0.003201058,0.0004074923,0.1346376,0.0007048085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861016,0.002258956,0.000007479454,0.001319708,0.0001374154,0.0003588251,0.00001878729,0.00006414279,0.009733139],"genre_scores_gemma":[0.9957295,0.0003481526,0.0001264654,0.0007800439,0.0000423557,0.00009445139,0.00008093355,0.00002353647,0.002774543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1329517,"threshold_uncertainty_score":0.6886893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823789998831585,"score_gpt":0.2555341330000658,"score_spread":0.2372962330117499,"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."}}