{"id":"W4309875323","doi":"10.1016/j.oret.2022.11.011","title":"Prognostic Features of Preoperative OCT in Retinal Detachments","year":2022,"lang":"en","type":"review","venue":"Ophthalmology Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health; Public Health Ontario; St. Michael's Hospital; Toronto Western Hospital; University of Toronto; University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Foundation Fighting Blindness","keywords":"Medicine; Vitrectomy; Ophthalmology; Pars plana; Retinal detachment; Visual acuity; Confidence interval; Retinal; External limiting membrane; Retinal pigment epithelium; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005498342,0.0006750211,0.00152943,0.001723508,0.0001528773,0.0009642945,0.0006007075,0.0006230557,0.001501899],"category_scores_gemma":[0.002024358,0.0002070803,0.000902856,0.001995957,0.0002735839,0.0007048747,0.0003624012,0.0008739991,0.0002708397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002402406,"about_ca_system_score_gemma":0.0006658279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001399085,"about_ca_topic_score_gemma":0.002506417,"domain_scores_codex":[0.999749,0.0000463744,0.00007183053,0.00004854002,0.00006356682,0.0000207287],"domain_scores_gemma":[0.9991203,0.0005061042,0.00021742,0.00001498418,0.0001099542,0.00003135122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003835928,0.00006858623,0.01687794,0.02917266,0.001053255,0.0005779832,0.00005035224,0.0002886404,0.0005883521,0.0003464071,0.01210784,0.9384843],"study_design_scores_gemma":[0.0005745012,0.001013821,0.3164166,0.119962,0.02998939,0.02957678,0.0007734252,0.001730906,0.002243813,0.004339525,0.4929404,0.0004387817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008185323,0.9986483,0.00004722488,0.0001115707,0.00008507063,0.000002658522,0.00003651766,0.000002280367,0.0002478592],"genre_scores_gemma":[0.008263343,0.9908383,0.0001566094,0.0001401077,0.0003756116,0.000005131405,0.00009923634,0.000001080985,0.0001206256],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001723508,"threshold_uncertainty_score":0.005024314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06695026039412219,"score_gpt":0.378775225557928,"score_spread":0.3118249651638058,"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."}}