{"id":"W4390496644","doi":"10.1097/iae.0000000000004033","title":"PARS PLANA VITRECTOMY WITH OR WITHOUT INTERNAL LIMITING MEMBRANE PEEL FOR MACULAR HOLE","year":2024,"lang":"en","type":"review","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; York University; McMaster University; University of Toronto","funders":"","keywords":"Vitrectomy; Pars plana; Internal limiting membrane; Macular hole; Limiting; Ophthalmology; Medicine; Engineering; Visual acuity; Mechanical engineering","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":[0.0005415909,0.0007077382,0.002718888,0.0002978518,0.00007677259,0.00008759141,0.0002105681,0.0003254091,0.0001179681],"category_scores_gemma":[0.0002125949,0.0003801227,0.001035094,0.0003699205,0.00009474015,0.00004529334,0.0001010469,0.0007914279,0.0001811443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001325778,"about_ca_system_score_gemma":0.0005544782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003510598,"about_ca_topic_score_gemma":0.00001233064,"domain_scores_codex":[0.9973511,0.00009726803,0.0007064836,0.0007949887,0.0004780471,0.0005721703],"domain_scores_gemma":[0.9985045,0.0002887337,0.0003427636,0.0004732423,0.0001182198,0.0002725621],"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":[0.000916065,0.00009842959,0.000132053,0.165711,0.001699455,0.003820279,0.00008242452,2.100558e-7,0.00001389321,0.00008283672,0.007915608,0.8195277],"study_design_scores_gemma":[0.0005386139,0.0004289062,0.00000279155,0.09799929,0.006619923,0.003485414,0.00004135744,0.00005815251,0.00004055499,0.000005475848,0.8903157,0.0004638152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000320642,0.9922789,0.0001936882,0.0001948626,0.0004124866,0.001971411,0.00008503872,0.0002104131,0.004332506],"genre_scores_gemma":[0.0001497074,0.9777603,0.00158254,0.0001462314,0.001023712,0.00043404,0.0004465395,0.0002494796,0.01820744],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8824001,"threshold_uncertainty_score":0.9998651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06876463979496224,"score_gpt":0.3645468719884435,"score_spread":0.2957822321934813,"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."}}