{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001029318,0.0002803336,0.001434694,0.0003589776,0.0002454546,0.00001398517,0.0001193914,0.00007495831,0.001396102],"category_scores_gemma":[0.0007719334,0.0002238544,0.0003702495,0.0005055986,0.0001297754,0.00008431702,0.0002721317,0.0003345137,0.00002682161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008171989,"about_ca_system_score_gemma":0.0001681754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000819422,"about_ca_topic_score_gemma":0.000001567293,"domain_scores_codex":[0.9977069,0.0003013808,0.0005922692,0.0004949677,0.00049085,0.0004135873],"domain_scores_gemma":[0.9964843,0.002352521,0.0003103736,0.0004571876,0.0001200064,0.0002755956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002621684,0.0009322661,0.9776211,0.00009675927,0.0002586266,0.003339102,0.0001717779,0.000005680063,0.004895066,0.00001713413,0.008209459,0.001831373],"study_design_scores_gemma":[0.0003945886,0.0003592166,0.9875894,0.00004308797,0.0001010244,0.002114528,0.000306706,0.00001106935,0.002381991,0.00008668233,0.006330136,0.0002816195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945375,0.0003530961,0.000003005689,0.002356783,0.000353402,0.0004409082,0.000102741,0.00005749046,0.001795118],"genre_scores_gemma":[0.997584,0.00004826251,0.0001672595,0.0007150656,0.00003788445,0.0001177407,0.0003363829,0.00002776766,0.000965665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00996828,"threshold_uncertainty_score":0.9995168,"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."}}