{"id":"W2009181951","doi":"10.1136/bjo.2009.175968","title":"Recurrent retinal detachment: does initial treatment matter?","year":2010,"lang":"en","type":"article","venue":"British Journal of Ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Pars plana; Medicine; Vitrectomy; Retinal detachment; Scleral buckle; Visual acuity; Ophthalmology; Silicone oil; Retinal; Surgery","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":[0.0005622035,0.0001869839,0.0004967783,0.000402071,0.0004823083,0.0007631279,0.0003442471,0.0009708127,0.002506337],"category_scores_gemma":[0.008276653,0.0001429301,0.0006144919,0.000421071,0.0004129313,0.0006292831,0.0001986786,0.0008014414,0.0003896525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000523059,"about_ca_system_score_gemma":0.0004373302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001718641,"about_ca_topic_score_gemma":0.002232629,"domain_scores_codex":[0.9992768,0.0001892928,0.000100963,0.0001283638,0.0001393504,0.0001651732],"domain_scores_gemma":[0.9941143,0.0015282,0.003363244,0.0001062435,0.0003071221,0.000580872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002246016,0.00007600505,0.9895086,0.00003984102,0.00003861064,0.0006901805,0.00008221812,0.00006381045,0.0001270373,0.00002574659,0.0002637217,0.008859566],"study_design_scores_gemma":[0.00002160702,0.0004494605,0.9911122,0.0001191949,0.00007474366,0.00674826,0.0004325322,0.00036923,0.00009574249,0.00007688615,0.000488599,0.00001154709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925754,0.004285613,0.0001076957,0.001015346,0.00004377215,0.00001372223,0.0001134688,0.000008995447,0.001836068],"genre_scores_gemma":[0.9989567,0.0005838273,0.00006384852,0.0001327648,0.00008053263,0.000004873856,0.00009203758,0.000003092706,0.0000824024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002506337,"threshold_uncertainty_score":0.008384585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858162697003898,"score_gpt":0.3180942045059627,"score_spread":0.2995125775359237,"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."}}