{"id":"W984162801","doi":"","title":"Safety and Complication Profile of 25-Gauge Vitrectomy for Epiretinal Membrane Peeling, Primary Retinal Detachment and Macular Hole Repair","year":2010,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Epiretinal membrane; Vitrectomy; Macular hole; Retinal detachment; Ophthalmology; Medicine; Retinal; Complication; Surgery; Visual acuity","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":[0.0009021758,0.000248968,0.0004276447,0.0005805513,0.0003511225,0.0004648329,0.0002625055,0.0004248929,0.001331759],"category_scores_gemma":[0.005186956,0.0001029563,0.0007297797,0.0003854765,0.0002614544,0.0003708604,0.0001393343,0.0005451057,0.0002287606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005563943,"about_ca_system_score_gemma":0.0004493523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096776,"about_ca_topic_score_gemma":0.001920754,"domain_scores_codex":[0.9992949,0.000212555,0.0001018779,0.00006799628,0.0002494588,0.00007324849],"domain_scores_gemma":[0.9962696,0.001760854,0.001104731,0.0002472473,0.0002577004,0.0003598197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07099263,0.002817762,0.6547084,0.0003899346,0.001032272,0.006065593,0.0005081847,0.001878189,0.02753847,0.0003177961,0.0009309387,0.2328198],"study_design_scores_gemma":[0.0006052968,0.04741538,0.9270851,0.0000511735,0.0005025127,0.01368424,0.000371374,0.002654009,0.00637385,0.0002096195,0.0009987793,0.00004869347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997519,0.001365958,0.0003332437,0.0000662775,0.00001327455,0.00001514748,0.00009538419,0.00001125049,0.0005803969],"genre_scores_gemma":[0.9991497,0.0002629488,0.0001613523,0.00006547455,0.00003914603,0.000008604549,0.00009671371,0.000004074459,0.0002119191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001331759,"threshold_uncertainty_score":0.004771233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02602568286764128,"score_gpt":0.330894115600774,"score_spread":0.3048684327331327,"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."}}