{"id":"W1189212261","doi":"","title":"Visual Outcomes and Complications of Epiretinal Membrane Removal Secondary to Rhegmatogenous Retinal Detachment","year":2004,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Epiretinal membrane; Medicine; Visual acuity; Retinal detachment; Surgery; Retrospective cohort study; Ophthalmology; Complication; Eye disease; Confidence interval; Retinal; Vitrectomy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005368817,0.0002853247,0.0003719454,0.001052027,0.0005617469,0.000691222,0.0003361108,0.0004606296,0.00074581],"category_scores_gemma":[0.006542615,0.0001915356,0.0004699655,0.0006942879,0.0004883473,0.0003765096,0.0003818388,0.0004119103,0.0001705562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005321187,"about_ca_system_score_gemma":0.000297432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001676654,"about_ca_topic_score_gemma":0.002504915,"domain_scores_codex":[0.9992915,0.0001435671,0.000100561,0.00007702978,0.0002160877,0.0001711822],"domain_scores_gemma":[0.9947006,0.0008998521,0.003510996,0.0001502519,0.0002796942,0.0004586391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001355595,0.00003415246,0.9918921,0.00002282592,0.00003995043,0.004041878,0.00007536976,0.00007477495,0.0002375561,0.00001557728,0.00008531858,0.003344939],"study_design_scores_gemma":[0.000009990673,0.0002639362,0.9679864,0.00001821583,0.00002747683,0.03097506,0.0002124329,0.0001604986,0.0001643429,0.00002404554,0.0001486144,0.000008929357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987697,0.0007096724,0.00005671983,0.00002849885,0.0000062917,0.000006383324,0.00005332463,0.000004475269,0.0003649466],"genre_scores_gemma":[0.9996668,0.0001332009,0.00004328257,0.00001622205,0.00001489162,0.0000030481,0.00007707193,0.000001350717,0.00004411958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001676654,"threshold_uncertainty_score":0.003860831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03893858232807282,"score_gpt":0.3559358329754945,"score_spread":0.3169972506474217,"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."}}