{"id":"W4384562766","doi":"10.1016/j.oret.2023.07.010","title":"Pneumatic Retinopexy for Rhegmatogenous Retinal Detachment in Elderly Patients","year":2023,"lang":"en","type":"article","venue":"Ophthalmology Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kensington Health; Western University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Retinal detachment; Ophthalmology; Proliferative vitreoretinopathy; Visual acuity; Retina; Retinal","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":[0.0001279445,0.0002359668,0.0002908039,0.0005496169,0.0003742875,0.0003115937,0.0001053225,0.0003559752,0.001895952],"category_scores_gemma":[0.0007962301,0.0001073729,0.0002950635,0.0003462594,0.0001645982,0.0002900967,0.0002144178,0.0003220408,0.0002261869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001739145,"about_ca_system_score_gemma":0.0002648955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008908355,"about_ca_topic_score_gemma":0.001550285,"domain_scores_codex":[0.9999132,0.00001319776,0.00001181441,0.000008301187,0.00001710255,0.00003640705],"domain_scores_gemma":[0.9997719,0.00005297603,0.00008014238,0.00000664404,0.00001225639,0.00007615617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00095348,0.0001535262,0.9023397,0.00009685335,0.00009811893,0.06804506,0.0001934419,0.0001563743,0.003053762,0.0001953233,0.001395601,0.02331885],"study_design_scores_gemma":[0.00004628994,0.0005161162,0.8754365,0.00005020922,0.00008602126,0.120912,0.0007269357,0.0005283334,0.0004239218,0.0001593346,0.001101141,0.00001324341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948997,0.00212972,0.0002058462,0.0002489236,0.00004420612,0.00001051201,0.00007890459,0.000009123613,0.002373047],"genre_scores_gemma":[0.9988524,0.0005619468,0.0001096374,0.00007620958,0.00007619962,0.000003839798,0.00005077602,0.000001788344,0.0002671512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001895952,"threshold_uncertainty_score":0.006342649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091068119453837,"score_gpt":0.3142123720553202,"score_spread":0.2833016908607818,"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."}}