{"id":"W2885018095","doi":"10.1016/j.ophtha.2018.05.027","title":"A Database Study of Visual Outcomes and Intraoperative Complications of Postvitrectomy Cataract Surgery","year":2018,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"National Institute for Health and Care Research","keywords":"Medicine; Phacoemulsification; Pars plana; Vitrectomy; Visual acuity; Cataract surgery; Ophthalmology; Intraocular lens; Surgery; Retrospective cohort study; Macular edema; Confidence interval; Intraocular pressure; Internal medicine","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":[0.0002167645,0.00009460774,0.0004852714,0.0001405537,0.00003762771,0.000001916643,0.00003961899,0.00003944274,0.0001456841],"category_scores_gemma":[0.0002260618,0.00007123395,0.00005136693,0.0001424819,0.0002668596,0.00004009453,0.00006445897,0.00007122609,0.000008035164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006259032,"about_ca_system_score_gemma":0.00006714979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006913735,"about_ca_topic_score_gemma":0.000009845563,"domain_scores_codex":[0.9991809,0.000108273,0.0003019724,0.0001900894,0.0001000295,0.00011877],"domain_scores_gemma":[0.9989665,0.0004189713,0.0001194802,0.0002350056,0.0001959932,0.00006408212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002384023,0.001371184,0.982581,0.00004784993,0.0001473331,0.0001655862,0.0004644303,3.693807e-8,0.01424259,0.00005629224,0.0001364948,0.0005488312],"study_design_scores_gemma":[0.0004574581,0.001209401,0.991468,0.00002988372,0.00008026161,0.001370834,0.0005152445,0.00001370284,0.004716619,0.00001526233,0.0000605272,0.00006281641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983087,0.00006821857,0.000009145268,0.0002597674,0.00007920261,0.0002708885,0.00002430164,0.000007158227,0.000972591],"genre_scores_gemma":[0.9995834,0.000007204439,0.0001425569,0.00005843198,0.00002843674,0.00001577953,0.00005351063,0.000008294965,0.0001023777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009525974,"threshold_uncertainty_score":0.2904836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05088527350648438,"score_gpt":0.3764043554624149,"score_spread":0.3255190819559305,"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."}}