{"id":"W3206348750","doi":"10.1097/icb.0000000000001197","title":"PREOPERATIVE GAS FOR PARS PLANA VITRECTOMY: A SURGICAL TECHNIQUE FOR REPAIR OF RHEGMATOGENOUS RETINAL DETACHMENTS WITH MULTIPLE, LARGE, OR INFERIOR BREAKS","year":2021,"lang":"en","type":"article","venue":"Retinal Cases & Brief Reports","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation and Economic Development Trois Rivières; Toronto Western Hospital; Université du Québec à Trois-Rivières; University of Toronto; University Health Network; Public Health Ontario","funders":"","keywords":"Pars plana; Vitrectomy; Medicine; Retinal detachment; Retinal; Ophthalmology; Visual acuity; Quadrant (abdomen); Interquartile range; Retina; Surgery","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":[0.0002723968,0.0003456443,0.0002530384,0.0008350441,0.0004458172,0.0004225729,0.00019273,0.000401292,0.001444098],"category_scores_gemma":[0.001234182,0.0001781321,0.0002918752,0.0003619505,0.0005447356,0.0004362745,0.0002837746,0.0004841468,0.0003596274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002650137,"about_ca_system_score_gemma":0.0006396527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005159818,"about_ca_topic_score_gemma":0.001108116,"domain_scores_codex":[0.9997655,0.00005180673,0.00002787757,0.00003803833,0.00005955092,0.00005723975],"domain_scores_gemma":[0.9994546,0.0001479662,0.0002390429,0.00003951428,0.00002904791,0.00008989296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001178041,0.0002547535,0.7818856,0.0003829799,0.00007807498,0.06538554,0.0004327024,0.0006859727,0.0336632,0.0001755654,0.0008896665,0.1149879],"study_design_scores_gemma":[0.00006207262,0.003086843,0.5267775,0.0002205296,0.0001165791,0.4543381,0.0007412348,0.001462789,0.009897678,0.0001517878,0.003111804,0.00003305057],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905193,0.004897756,0.002287002,0.0003056171,0.00005274517,0.00002598067,0.00004752263,0.00006822588,0.001795765],"genre_scores_gemma":[0.9975527,0.0009270228,0.001224799,0.00005183438,0.00007212583,0.00000728088,0.00004048204,0.000005119633,0.0001185853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001444098,"threshold_uncertainty_score":0.004831016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02075311116877683,"score_gpt":0.3019503107654375,"score_spread":0.2811971995966607,"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."}}