{"id":"W4286009392","doi":"10.1159/000526039","title":"Refractive Outcomes of Combined Cataract Surgery and Vitrectomy Compared to Cataract Surgery Alone","year":2022,"lang":"en","type":"article","venue":"Ophthalmologica","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Vitrectomy; Cataract surgery; Dioptre; Tamponade; Ophthalmology; Intraocular lens; Pseudophakia; Refractive error; Phacoemulsification; Astigmatism; Surgery; Refractive surgery; Visual acuity; Cornea","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008564828,0.0002397248,0.0004427677,0.001292187,0.0002327745,0.000475582,0.0002246986,0.0002745457,0.001749918],"category_scores_gemma":[0.003932091,0.0001527171,0.0007331501,0.0006915174,0.0003214029,0.0003279643,0.0004757759,0.0003281895,0.0001698603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003656936,"about_ca_system_score_gemma":0.0004330643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008998137,"about_ca_topic_score_gemma":0.001606889,"domain_scores_codex":[0.9988291,0.0002189672,0.0001396512,0.0002122659,0.000483512,0.0001164915],"domain_scores_gemma":[0.9937405,0.001355418,0.003833685,0.00016971,0.0003555064,0.0005451392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004755112,0.00005103032,0.9936047,0.00004125399,0.0002711804,0.0001767857,0.00002896389,0.00007407173,0.0003570662,0.00001000139,0.00004879021,0.004860567],"study_design_scores_gemma":[0.0000316122,0.0008120711,0.9956406,0.00002253204,0.0001669005,0.002477066,0.0001155571,0.0002476829,0.0003357284,0.00002148143,0.0001202434,0.000008451675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986215,0.0008666203,0.00008235857,0.00001877814,0.000008541761,0.000008241486,0.00008718964,0.000002285424,0.0003045296],"genre_scores_gemma":[0.9996438,0.0001239238,0.0000871238,0.000007726013,0.00001368768,0.000003999039,0.00008674922,9.88347e-7,0.00003198306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001749918,"threshold_uncertainty_score":0.00585413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04946023374697657,"score_gpt":0.301922347236774,"score_spread":0.2524621134897974,"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."}}