{"id":"W3154655654","doi":"10.1001/jamaophthalmol.2021.0803","title":"Postoperative Photoreceptor Integrity Following Pneumatic Retinopexy vs Pars Plana Vitrectomy for Retinal Detachment Repair","year":2021,"lang":"en","type":"article","venue":"JAMA Ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto; Kensington Health; Dalhousie University; St. Michael's Hospital; Public Health Ontario","funders":"","keywords":"Medicine; Vitrectomy; Pars plana; Retinal detachment; Ophthalmology; Visual acuity; External limiting membrane; Optical coherence tomography; Retinal; Metamorphopsia; Surgery; Retinal pigment epithelium","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001156917,0.0002521031,0.0008950356,0.0001687094,0.0002049275,0.0004414622,0.0003262821,0.0004419572,0.001936647],"category_scores_gemma":[0.003080459,0.0001681438,0.0009449548,0.000212793,0.0003839777,0.0003235389,0.0002365689,0.0005749944,0.0001272164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005777527,"about_ca_system_score_gemma":0.0009242641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001462741,"about_ca_topic_score_gemma":0.004053154,"domain_scores_codex":[0.9991143,0.000371652,0.00009726646,0.0001242588,0.00018822,0.0001042815],"domain_scores_gemma":[0.9985468,0.0004855087,0.0006168782,0.00008030008,0.00006498149,0.0002055309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8212074,0.005499493,0.04433939,0.001253412,0.002483772,0.0001921202,0.0001179932,0.0006415175,0.006688211,0.0001255509,0.0007366015,0.1167145],"study_design_scores_gemma":[0.1276885,0.4073348,0.4529515,0.0003496446,0.003449634,0.0007594409,0.0002203411,0.001801223,0.0037303,0.0003243088,0.001342442,0.00004772965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974006,0.001776368,0.00008319609,0.0001091089,0.00005399678,0.0001244293,0.00009019652,0.000006250552,0.0003558397],"genre_scores_gemma":[0.9991049,0.000360279,0.0001192362,0.00006222953,0.00004460983,0.0000752652,0.00008152138,8.116476e-7,0.0001510251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001936647,"threshold_uncertainty_score":0.006478727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03325984732254136,"score_gpt":0.3250413930597936,"score_spread":0.2917815457372523,"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."}}