{"id":"W2781619015","doi":"10.1097/iae.0000000000002020","title":"THE CURRENT SURGICAL MANAGEMENT OF LARGE, RECURRENT, OR PERSISTENT MACULAR HOLES","year":2018,"lang":"en","type":"review","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Vitrectomy; Medicine; Closure (psychology); Limiting; Internal limiting membrane; Macular hole; Visual acuity; Surgery; Intensive care medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001087597,0.000458653,0.001651058,0.0001143085,0.0001513375,0.00002652942,0.0003268526,0.0001634236,0.0001558086],"category_scores_gemma":[0.00006339045,0.0002187488,0.002085062,0.0003868163,0.0002789476,0.00001688127,0.0003102781,0.0005115827,0.0002032675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001052968,"about_ca_system_score_gemma":0.0001714676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001167264,"about_ca_topic_score_gemma":6.66136e-7,"domain_scores_codex":[0.9971104,0.0002753314,0.0009004437,0.0005192924,0.0006784204,0.0005161547],"domain_scores_gemma":[0.9981648,0.000184973,0.0004998673,0.000801993,0.0001556718,0.000192709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001138393,0.0002063299,0.000009342036,0.05310949,0.0007040147,0.0004032711,0.00001333686,7.72584e-9,1.216068e-8,0.000590631,0.009792641,0.9350571],"study_design_scores_gemma":[0.0003359998,0.0002426517,0.00001254827,0.05738558,0.003200286,0.0003667375,0.00002949656,0.000003455212,4.854546e-7,0.000009626201,0.938179,0.000234129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005162658,0.9925219,0.000008137892,0.0001037286,0.0009113566,0.00120779,0.00004589699,0.00003778595,0.005111818],"genre_scores_gemma":[0.00001739529,0.9939699,0.00005247083,0.000007834987,0.0004551019,0.0001183703,0.0001946522,0.00005463015,0.005129611],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.934823,"threshold_uncertainty_score":0.8920317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07582884788622617,"score_gpt":0.3864016502176383,"score_spread":0.3105728023314122,"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."}}