{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000765869,0.0005549084,0.0006860028,0.00213741,0.0003394927,0.0008698924,0.0006614103,0.0006952633,0.002073296],"category_scores_gemma":[0.002162908,0.0001652289,0.0006787013,0.0009866176,0.0005468052,0.00118435,0.0004392484,0.0007674953,0.0005227921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003435782,"about_ca_system_score_gemma":0.00125027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009793377,"about_ca_topic_score_gemma":0.001734299,"domain_scores_codex":[0.9995858,0.00007150907,0.0001001918,0.00006765011,0.0001404497,0.00003434343],"domain_scores_gemma":[0.9992162,0.0004038108,0.000181066,0.00001995389,0.0001450813,0.00003382224],"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":[0.00008850282,0.00005191106,0.001651648,0.0260388,0.0001806686,0.0009133394,0.0001242129,0.0003093471,0.001559614,0.001610165,0.01527806,0.9521937],"study_design_scores_gemma":[0.00006215403,0.0004702269,0.01215225,0.0470659,0.001699511,0.05262946,0.001059092,0.0006191536,0.003518582,0.006453998,0.8741735,0.00009619263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004042062,0.9984181,0.0001419956,0.0002779333,0.00009382264,0.000003181377,0.00001287971,0.000006914556,0.0006409178],"genre_scores_gemma":[0.003454409,0.9955913,0.0003258856,0.0002197524,0.0002243483,0.000004783625,0.00002671182,0.000002003551,0.0001509007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00213741,"threshold_uncertainty_score":0.006935835,"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."}}