{"id":"W2466284848","doi":"10.1097/iae.0000000000001143","title":"PROPORTION OF PATIENTS WITH MACULAR HOLE SURGERY WHO WOULD HAVE BEEN FAVORABLE OCRIPLASMIN CANDIDATES","year":2016,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novartis (Canada); St. Michael's Hospital","funders":"","keywords":"Macular hole; Medicine; Vitrectomy; Epiretinal membrane; Pars plana; Ophthalmology; Visual acuity; Optical coherence tomography; Demographics; Cohort; Surgery; Internal 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":[0.0002809857,0.0001615722,0.0004396487,0.0001208579,0.00004152066,0.000007689882,0.00004873625,0.0001240064,0.0001682084],"category_scores_gemma":[0.0001563961,0.00008811906,0.0001240142,0.0001371111,0.0001184665,0.00009896004,0.00003005233,0.0001243492,0.00003360465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004972766,"about_ca_system_score_gemma":0.0001188116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008426953,"about_ca_topic_score_gemma":0.00000652769,"domain_scores_codex":[0.9985988,0.00004404728,0.0003313866,0.0002623394,0.0004742854,0.0002891763],"domain_scores_gemma":[0.9990208,0.00007386642,0.0002163344,0.0002855242,0.0002697702,0.0001337556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007351457,0.0001496032,0.9837788,0.0001846487,0.0000612768,0.00006373476,0.00003396153,3.109197e-7,0.002834121,0.00003065504,0.00532667,0.006801054],"study_design_scores_gemma":[0.001338869,0.0005084776,0.8616906,0.001439666,0.0001656034,0.00001983474,0.0000350503,0.00001733974,0.09127228,0.00005516563,0.04318117,0.0002759309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972725,0.0001143312,0.0001507891,0.0006942181,0.00006416527,0.0003452549,0.00003712011,0.00003694748,0.001284685],"genre_scores_gemma":[0.995287,0.0000849561,0.0001281015,0.00009091022,0.00004767484,0.00001921196,0.0001015749,0.00002887822,0.004211712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1220882,"threshold_uncertainty_score":0.3593391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009670446743935409,"score_gpt":0.2211741941965403,"score_spread":0.2115037474526049,"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."}}