{"id":"W3211951590","doi":"10.1016/j.jcjo.2021.10.002","title":"Novel classification system for management of rhegmatogenous retinal detachment with minimally invasive detachment surgery: a network meta-analysis of randomized trials focused on patient-centred outcomes","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Kensington Health; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Retinal detachment; Scleral buckle; Confidence interval; Pars plana; Relative risk; Meta-analysis; Vitrectomy; Strictly standardized mean difference; Ophthalmology; Randomized controlled trial; Visual acuity; Diplopia; Metamorphopsia; Surgery; Internal medicine; Retinal","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01016106,0.002353224,0.01329663,0.002479981,0.000455975,0.00291053,0.001897531,0.002209204,0.005024288],"category_scores_gemma":[0.01942044,0.0008748432,0.02699744,0.002592947,0.0007068679,0.001715789,0.001403478,0.002802808,0.0003079303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001550031,"about_ca_system_score_gemma":0.001615453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004098674,"about_ca_topic_score_gemma":0.01010122,"domain_scores_codex":[0.9916917,0.004212359,0.001934325,0.001304573,0.000619308,0.0002377554],"domain_scores_gemma":[0.989107,0.007995451,0.001891479,0.0003785564,0.0004534794,0.0001740732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.02019361,0.00008380521,0.009929288,0.1136637,0.8235769,0.00007308116,0.00008467656,0.0006060643,0.0004017793,0.0002912652,0.001021147,0.03007456],"study_design_scores_gemma":[0.0087284,0.0005856027,0.007669033,0.00630035,0.9741067,0.00006821437,0.00006298956,0.000503738,0.0001136327,0.0005265314,0.001292605,0.00004225944],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01701222,0.9795465,0.001426357,0.0003465531,0.0003944046,0.0002779957,0.000543479,0.00004182176,0.0004106555],"genre_scores_gemma":[0.5248892,0.460766,0.007835994,0.002329734,0.0008264215,0.0007900915,0.001755811,0.00009558963,0.0007112194],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01329663,"threshold_uncertainty_score":0.05373746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2765279247123076,"score_gpt":0.3681361563707853,"score_spread":0.0916082316584777,"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."}}