{"id":"W2329943832","doi":"10.1097/iae.0000000000000977","title":"INDUCTION OF MACULAR DETACHMENT FOR THE TREATMENT OF PERSISTENT OR RECURRENT IDIOPATHIC MACULAR HOLES","year":2016,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Macular hole; Visual acuity; Pars plana; Internal limiting membrane; Vitrectomy; Ophthalmology; Surgery; Retrospective cohort study; Diabetic retinopathy; Optical coherence tomography; Diabetes mellitus","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":[0.0003933757,0.0001811806,0.0002543811,0.0002497002,0.0001653444,0.0001990988,0.0002229861,0.0002434904,0.0006626103],"category_scores_gemma":[0.001264869,0.00007214019,0.0003402283,0.0001520138,0.0002208625,0.0001369757,0.0001328218,0.0002871978,0.000184045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002161451,"about_ca_system_score_gemma":0.000276497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001308671,"about_ca_topic_score_gemma":0.0002990647,"domain_scores_codex":[0.9997839,0.00005859918,0.0000273824,0.00002538135,0.00006228066,0.00004237794],"domain_scores_gemma":[0.9994203,0.0001549094,0.0002903048,0.00004790489,0.0000276696,0.00005889784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.006738763,0.003712681,0.484877,0.001289309,0.0004454469,0.02761686,0.0004276873,0.0009027082,0.09795065,0.0002136613,0.000835976,0.3749892],"study_design_scores_gemma":[0.001450851,0.05549908,0.7445303,0.0003058921,0.0004751747,0.1493571,0.0002426917,0.001998067,0.03932059,0.0001177996,0.006668349,0.00003415166],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947943,0.00366017,0.0004565719,0.0000529664,0.00001967778,0.00003973589,0.00001672123,0.00003154012,0.0009283118],"genre_scores_gemma":[0.9984189,0.0008575585,0.0004475481,0.00004659606,0.00005055809,0.00001839534,0.00003038724,0.000002939754,0.0001270432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006626103,"threshold_uncertainty_score":0.002216697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04823119474622073,"score_gpt":0.2993280194588497,"score_spread":0.251096824712629,"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."}}