{"id":"W2123748060","doi":"10.1016/s0008-4182(06)80069-4","title":"Diffuse benign epithelial downgrowth after cataract surgery","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cataract surgery; Ophthalmology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004041024,0.0001592774,0.0005397781,0.0005316399,0.00006102671,0.00002058401,0.00009619029,0.0001478815,0.001779525],"category_scores_gemma":[0.0001959245,0.0001284494,0.000365081,0.0001650625,0.0001631705,0.00009150991,0.000007891064,0.0003148105,0.00005914025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001124518,"about_ca_system_score_gemma":0.001517309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01083028,"about_ca_topic_score_gemma":0.0003098309,"domain_scores_codex":[0.9986117,0.0000907232,0.0005230611,0.0001480648,0.0001651028,0.0004613175],"domain_scores_gemma":[0.9985338,0.0001615516,0.0002071882,0.0001868924,0.0002110809,0.0006994603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002760979,0.00007931035,0.7388685,0.00003349202,0.00006153694,0.2540396,0.00002952894,0.000002140347,0.0004900714,0.00006173151,0.005712424,0.0003455089],"study_design_scores_gemma":[0.0003754857,0.0001536646,0.6781382,0.00006649111,0.00006451871,0.3132318,0.00001015754,0.00000110961,0.0004585816,0.0003154582,0.007067047,0.0001175421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894644,0.001337315,0.00001045036,0.001078847,0.0009236418,0.00006911112,0.00002635981,0.000003451906,0.007086428],"genre_scores_gemma":[0.9970568,0.000007673752,0.0001231207,0.0001659026,0.0008715209,0.000003232842,0.00001823274,0.00002443769,0.001729077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06073037,"threshold_uncertainty_score":0.999133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498264447482133,"score_gpt":0.2365500207461106,"score_spread":0.2215673762712893,"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."}}