{"id":"W4295425991","doi":"10.1097/iop.0000000000002262","title":"Severe Orbital Congestion After a Brow Lift Due to an Osteodural Arteriovenous Fistula","year":2022,"lang":"en","type":"article","venue":"Ophthalmic Plastic and Reconstructive Surgery","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada); University of Toronto","funders":"","keywords":"Medicine; Diplopia; Surgery; Orbit (dynamics); Lift (data mining); Venous congestion; Fistula","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002330168,0.0002570534,0.000566819,0.0002716602,0.0003152094,0.00002368978,0.00006152061,0.0001167888,0.001572969],"category_scores_gemma":[0.0002413259,0.0002502242,0.0001260666,0.0002302237,0.0002558798,0.0001612509,0.0001011877,0.0003882327,0.00004380681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008684072,"about_ca_system_score_gemma":0.0002105016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005028762,"about_ca_topic_score_gemma":0.000005213229,"domain_scores_codex":[0.998347,0.0001704558,0.0003316296,0.0005344838,0.0002068045,0.000409616],"domain_scores_gemma":[0.9987472,0.0005687255,0.00009835434,0.0002128015,0.00006572312,0.0003071648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008474433,0.0006470016,0.9478518,0.0001978605,0.000394864,0.01794847,0.001802028,0.00009513245,0.001173078,0.00007800775,0.0008298944,0.02050738],"study_design_scores_gemma":[0.0008220247,0.0009875282,0.8191915,0.00008878945,0.0001104893,0.1747176,0.003048088,0.00009407964,0.00003271229,0.0003013546,0.0001899336,0.0004158808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958403,0.0002093971,0.00001801998,0.0002351653,0.001710466,0.000332706,0.000195271,0.00004948043,0.001409222],"genre_scores_gemma":[0.9987596,0.000004606652,0.0001923432,0.0002124716,0.0001233237,0.0001468815,0.0001143547,0.00003213087,0.0004142914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1567692,"threshold_uncertainty_score":0.999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012369444766101,"score_gpt":0.2352362447614149,"score_spread":0.2228667999953139,"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."}}