{"id":"W4390733442","doi":"10.1097/iae.0000000000004034","title":"POSTOPERATIVE PHOTORECEPTOR INTEGRITY AND ANATOMICAL OUTCOMES BASED ON PRESENTING MORPHOLOGIC STAGE OF RHEGMATOGENOUS RETINAL DETACHMENT","year":2024,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health; Western University; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Retinal detachment; Ophthalmology; Stage (stratigraphy); Medicine; Retinal; Anatomy; Optometry; Biology","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":[0.0005095602,0.0001936778,0.0004338282,0.0001365545,0.00005279001,0.0000289674,0.00006011713,0.0001073885,0.0003910985],"category_scores_gemma":[0.0003163475,0.000128787,0.0001766737,0.000149522,0.0001469748,0.00003598011,0.00005567975,0.0004580558,0.0000206174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006602475,"about_ca_system_score_gemma":0.0001149052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006796845,"about_ca_topic_score_gemma":0.000001415274,"domain_scores_codex":[0.9986249,0.0001254131,0.0003156349,0.0003626689,0.0003337369,0.0002376199],"domain_scores_gemma":[0.9992321,0.0002879256,0.00006300229,0.0002095192,0.00007888984,0.0001286341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001261667,0.0006859476,0.8838882,0.001821597,0.000269088,0.002372694,0.0009053984,0.000008843808,0.09825696,0.00274061,0.00210629,0.005682656],"study_design_scores_gemma":[0.003073858,0.003974973,0.539088,0.003070978,0.0005617351,0.0007097083,0.001463789,0.04192194,0.3660375,0.0002258601,0.03875182,0.001119842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944093,0.0004442766,0.0001206958,0.001831397,0.0001664589,0.0003935597,0.00003792888,0.00008288793,0.002513463],"genre_scores_gemma":[0.996963,0.00005235298,0.001083146,0.0003711661,0.0000344126,0.00001885247,0.00002888924,0.00002049573,0.001427734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3448003,"threshold_uncertainty_score":0.5251783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02657300401479994,"score_gpt":0.314790255632846,"score_spread":0.288217251618046,"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."}}