{"id":"W4225424212","doi":"10.4103/ijo.ijo_1014_22","title":"Endoilluminator-aided cataract surgery in eyes with corneal opacity – A modified surgical approach","year":2022,"lang":"en","type":"article","venue":"Indian Journal of Ophthalmology","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ophthalmology; Corneal opacity; Cataract surgery; Cornea","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00170662,0.0001954107,0.0008912952,0.0006806554,0.0001286088,0.00001210942,0.0001631544,0.0001141994,0.000689015],"category_scores_gemma":[0.0001859325,0.0001567885,0.0002619485,0.0004559953,0.00021896,0.0001242115,0.00004665769,0.001168674,0.00000375811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001571881,"about_ca_system_score_gemma":0.0007219552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007557927,"about_ca_topic_score_gemma":6.82513e-7,"domain_scores_codex":[0.9976181,0.000570474,0.0006788838,0.0002338033,0.000447747,0.00045102],"domain_scores_gemma":[0.9983689,0.0006318419,0.0004307887,0.0002160883,0.0001192795,0.000233058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.005772016,0.001158307,0.3908798,0.00009310114,0.0002186272,0.5987127,0.001371835,0.0004503063,0.0001424508,0.0001980349,0.0002441033,0.000758709],"study_design_scores_gemma":[0.002047668,0.001335269,0.1177425,0.00005948432,0.00005150793,0.8760203,0.001150975,0.00004245833,0.0006066425,0.00009543716,0.0006424399,0.0002053468],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960114,0.0004106482,0.00001213838,0.0003451416,0.0003300681,0.0001599152,0.00001357837,0.000007381377,0.00270967],"genre_scores_gemma":[0.9992561,0.00001107505,0.0002454746,0.00007949664,0.000176333,0.00001779011,0.00002639727,0.00002501646,0.0001622558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2773076,"threshold_uncertainty_score":0.7544231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03219836986841238,"score_gpt":0.2710637188677275,"score_spread":0.2388653489993151,"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."}}