{"id":"W2613390537","doi":"10.1097/md.0000000000006709","title":"Postoperative changes in the retinal thickness and volume after vitrectomy for epiretinal membrane and internal limiting membrane peeling","year":2017,"lang":"en","type":"article","venue":"Medicine","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Vitrectomy; Epiretinal membrane; Pars plana; Medicine; Ophthalmology; Nerve fiber layer; Inner nuclear layer; Retinal; Outer nuclear layer; Ganglion cell layer; Inner plexiform layer; Outer plexiform layer; Diabetic retinopathy; Inner limiting membrane; Visual acuity; Retina; Optical coherence tomography; Optics; 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":[0.0003625431,0.0002588313,0.0003969082,0.0008556186,0.0003067509,0.0004259646,0.0002543333,0.0003504871,0.0007979939],"category_scores_gemma":[0.003232535,0.0002033634,0.0004169495,0.0005605919,0.0003111446,0.0005307913,0.0002393555,0.0004422885,0.0001735799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002994841,"about_ca_system_score_gemma":0.0001985044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009593702,"about_ca_topic_score_gemma":0.001051571,"domain_scores_codex":[0.9996212,0.00006570896,0.00006456723,0.00006304969,0.000108854,0.00007673311],"domain_scores_gemma":[0.9977538,0.0005455486,0.001147232,0.0001448398,0.0001948424,0.0002137681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001040426,0.00009403017,0.9841967,0.00003319283,0.0000783984,0.002776599,0.0001830861,0.0001733841,0.003305643,0.00002183601,0.00005373736,0.008042944],"study_design_scores_gemma":[0.00001132534,0.0004566282,0.9936392,0.000004744244,0.0000351118,0.004664031,0.0001235626,0.0001465441,0.000795747,0.00001604129,0.00009995516,0.000007165213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995787,0.0001830682,0.00006332059,0.000005404293,0.000002385991,0.000002725089,0.00004065736,0.000002599847,0.0001212278],"genre_scores_gemma":[0.9996946,0.00006726843,0.00005758692,0.000008130229,0.000005580385,0.00000412957,0.00009490278,0.000001464252,0.00006630016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009593702,"threshold_uncertainty_score":0.002669513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02625646813553283,"score_gpt":0.2991194634657403,"score_spread":0.2728629953302074,"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."}}