{"id":"W3099721086","doi":"10.1097/icb.0000000000001076","title":"MINIMAL GAS VITRECTOMY TECHNIQUE FOR REDUCING RISK OF RETINAL DISPLACEMENT FOLLOWING RHEGMATOGENOUS RETINAL DETACHMENT REPAIR","year":2020,"lang":"en","type":"article","venue":"Retinal Cases & Brief Reports","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Vitrectomy; Pars plana; Medicine; Tamponade; Retinal detachment; Ophthalmology; Retinal; Retina; Displacement (psychology); Fundus (uterus); Visual acuity; Optics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002323334,0.0005913128,0.001346861,0.00018085,0.000304043,0.000038537,0.0001343498,0.0002295787,0.0001396901],"category_scores_gemma":[0.002972099,0.0005399407,0.001735691,0.0004673499,0.0001711293,0.0001243671,0.0001886635,0.0005335314,0.000004916169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002156454,"about_ca_system_score_gemma":0.0005308142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004695756,"about_ca_topic_score_gemma":0.000005629584,"domain_scores_codex":[0.9945337,0.0002477639,0.001951067,0.00126829,0.001140607,0.0008585625],"domain_scores_gemma":[0.9962849,0.0004261191,0.001408549,0.0008265073,0.0003922433,0.0006616558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01776525,0.001299088,0.5121951,0.005420976,0.001681395,0.1132737,0.001518301,0.00005086272,0.3254437,0.0001839724,0.01529234,0.005875349],"study_design_scores_gemma":[0.004265645,0.01664744,0.03173879,0.006423729,0.007960222,0.1221642,0.001461251,0.001187341,0.6856767,0.0003152886,0.119729,0.002430384],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867915,0.001594594,0.005456195,0.0009384972,0.0002933474,0.002747545,0.00005355903,0.000327792,0.001796985],"genre_scores_gemma":[0.9759461,0.0001740328,0.02203797,0.0003357048,0.000514473,0.0004141258,0.0001770429,0.0001150224,0.0002855301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4804564,"threshold_uncertainty_score":0.9997052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02043197681122198,"score_gpt":0.2854984947985909,"score_spread":0.2650665179873689,"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."}}