{"id":"W1120613558","doi":"","title":"Management of Inferior Rhegmatogenous Retinal Detachments: Scleral Buckle vs. Combined Pars Plana Vitrectomy and Scleral Buckle","year":2006,"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":"Queen's University","funders":"","keywords":"Scleral buckle; Pars plana; Vitrectomy; Ophthalmology; Buckle; Retinal detachment; Medicine; Retinal; Visual acuity; Materials science","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008758838,0.0003140758,0.0006076149,0.0002837298,0.0003250799,0.00004304287,0.0002608993,0.0001131178,0.0001109983],"category_scores_gemma":[0.00009582163,0.0002693583,0.00009976747,0.000899624,0.004532934,0.0002512671,0.0002971848,0.000250042,0.00002479399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001066732,"about_ca_system_score_gemma":0.0002425794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005863149,"about_ca_topic_score_gemma":0.000002887261,"domain_scores_codex":[0.9972292,0.0001553625,0.0005587874,0.0007055863,0.0006638091,0.0006872878],"domain_scores_gemma":[0.9987571,0.00009315964,0.0002765939,0.0002804643,0.0002213378,0.0003713671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004565706,0.0004527859,0.6895766,0.0001822122,0.00009219263,0.001658029,0.0002386384,0.000008474417,0.3053311,0.001241637,0.0001253342,0.0006363955],"study_design_scores_gemma":[0.00138604,0.001353383,0.867147,0.0003239718,0.00009622949,0.001006442,0.0001696099,0.0002080508,0.1255078,0.002419027,0.0001095885,0.0002729191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938365,0.0001855306,0.000007901133,0.0005178153,0.0001884725,0.0005576001,0.00001141897,0.00004912703,0.004645637],"genre_scores_gemma":[0.9960693,0.00001954872,0.003020765,0.0002633848,0.00004865438,0.00004627825,0.00002588023,0.00002028049,0.0004859263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1798234,"threshold_uncertainty_score":0.9999759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241712137765448,"score_gpt":0.3069010999044376,"score_spread":0.2827298861278928,"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."}}