{"id":"W2776352120","doi":"10.1001/jamaophthalmol.2017.5849","title":"Cataract Surgery Outcomes in Eyes With Primary Epiretinal Membrane","year":2017,"lang":"en","type":"letter","venue":"JAMA Ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Institute for Health and Care Research","keywords":"Medicine; Epiretinal membrane; Macular edema; Vitrectomy; Ophthalmology; Cataract surgery; Visual acuity; Incidence (geometry); Retrospective cohort study; Retinal detachment; Cataracts; Surgery; Retinal","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":[0.0006768642,0.0001865538,0.0004404272,0.001393936,0.0004677206,0.0006590972,0.0002867264,0.0003803819,0.002155717],"category_scores_gemma":[0.004661203,0.0001756253,0.0005505662,0.001504688,0.0003331987,0.0005797858,0.0006196405,0.0003892065,0.000189399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005177233,"about_ca_system_score_gemma":0.0004600208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002118555,"about_ca_topic_score_gemma":0.003615697,"domain_scores_codex":[0.9990703,0.0001499855,0.0001671208,0.000149701,0.0002783412,0.0001846057],"domain_scores_gemma":[0.9959757,0.0006968384,0.002617609,0.0001346478,0.000290204,0.0002850685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007351286,0.00001874226,0.997769,0.00002324678,0.00004341695,0.0004472809,0.00005088485,0.00001383194,0.0000808007,0.00001263664,0.00008767161,0.001379038],"study_design_scores_gemma":[0.000008579209,0.00008376704,0.9966804,0.00002079871,0.00002501582,0.002715493,0.0002057644,0.00006442223,0.00004781262,0.00002949768,0.0001143621,0.000004032357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985821,0.000677744,0.00003546496,0.0000498519,0.000005853653,0.000007900439,0.0002945702,0.000002807039,0.0003437523],"genre_scores_gemma":[0.9995701,0.0001483333,0.00002908371,0.00001622297,0.000009501461,0.000005144253,0.0001870315,6.109915e-7,0.00003392368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002155717,"threshold_uncertainty_score":0.007211626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03505529703798184,"score_gpt":0.2958177808192922,"score_spread":0.2607624837813103,"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."}}