{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001077141,0.0004473295,0.001213852,0.0001351034,0.0002126029,0.00003311331,0.00006724093,0.0002321452,0.0001297784],"category_scores_gemma":[0.001943633,0.0003257445,0.0006512031,0.0003750154,0.0001648347,0.0001061176,0.00008880731,0.0002636532,9.499396e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001098131,"about_ca_system_score_gemma":0.001340495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001831639,"about_ca_topic_score_gemma":0.0001788392,"domain_scores_codex":[0.9964724,0.000157244,0.001161626,0.000913248,0.0005915459,0.0007039534],"domain_scores_gemma":[0.99627,0.0008721994,0.0006609283,0.00068121,0.001169692,0.0003459646],"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":[0.04245156,0.002448382,0.6144251,0.004632252,0.001099407,0.3070032,0.0004110184,0.000009248477,0.02183037,0.000241771,0.00378031,0.001667404],"study_design_scores_gemma":[0.006250528,0.007496104,0.03074764,0.003730069,0.001550414,0.518223,0.0005040918,0.0002573518,0.3039878,0.00009533657,0.1261402,0.001017427],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889166,0.0007787906,0.005089262,0.0001734779,0.0001206374,0.003758041,0.000299919,0.0001912082,0.00067208],"genre_scores_gemma":[0.9792835,0.000119005,0.0163549,0.0001985879,0.0001947052,0.001405359,0.0007047046,0.00009640772,0.001642811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5836774,"threshold_uncertainty_score":0.9999195,"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."}}