{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003155839,0.0001422599,0.0003670241,0.00006042164,0.00004737313,0.000003015711,0.00005906883,0.00006459222,0.00004786605],"category_scores_gemma":[0.00009365578,0.00005794948,0.0006180606,0.00009239207,0.0001425674,0.00002052332,0.00001474446,0.00003389653,0.000004864808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001098158,"about_ca_system_score_gemma":0.00006949514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001719927,"about_ca_topic_score_gemma":0.000001356495,"domain_scores_codex":[0.9989594,0.00005434078,0.0003369634,0.0002006286,0.0002721029,0.0001766005],"domain_scores_gemma":[0.9991769,0.000100721,0.0001820388,0.0003192115,0.0001547768,0.00006638005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0044764,0.001901045,0.01382502,0.001300768,0.001494601,0.00005461046,0.001184467,0.00001287207,0.1850073,0.0006553901,0.0004418587,0.7896456],"study_design_scores_gemma":[0.01009675,0.02366817,0.03341451,0.004702064,0.005113497,0.0004818883,0.001543959,0.0005747467,0.6123972,0.0002575803,0.3071743,0.0005753351],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842231,0.01044344,0.001355081,0.002577626,0.0002804559,0.0009981302,0.000022031,0.00001736519,0.00008283347],"genre_scores_gemma":[0.9934452,0.005303554,0.0001981566,0.00002298054,0.0001284121,0.0001164345,0.000007984026,0.00001580714,0.0007614541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7890703,"threshold_uncertainty_score":0.2363111,"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."}}