{"id":"W3016444997","doi":"10.1016/j.wneu.2020.04.050","title":"Visual Outcomes After Endoscopic Endonasal Resection of Orbital Lesions","year":2020,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"European Environment Agency","keywords":"Medicine; Resection; Endoscopic endonasal surgery; Endoscopy; Surgery; Orbit (dynamics); Radiology; Skull","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":[],"consensus_categories":[],"category_scores_codex":[0.0001069608,0.0001395246,0.0005508614,0.0001750583,0.00003514977,0.000006010862,0.00004375914,0.00006242924,0.000737739],"category_scores_gemma":[0.0005218503,0.0001119104,0.0002285213,0.0004623515,0.00008751814,0.00005950358,0.00005972306,0.0002872864,0.00009066106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001898611,"about_ca_system_score_gemma":0.00009379515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001111574,"about_ca_topic_score_gemma":0.0000140698,"domain_scores_codex":[0.9986384,0.0001094425,0.0004599322,0.0002779123,0.0002528025,0.0002614921],"domain_scores_gemma":[0.9987952,0.0006641299,0.00008245132,0.0001396205,0.00004126606,0.0002773202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001398404,0.0003601958,0.9383485,0.0001123182,0.00003373268,0.001414192,0.00007300051,0.000001284563,0.0515356,0.0001023542,0.004977309,0.00164311],"study_design_scores_gemma":[0.001279708,0.0008001982,0.9348543,0.00006109208,0.00005434406,0.00004570254,0.00001100918,0.00005450996,0.0202816,0.00001247291,0.04242761,0.0001174555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874687,0.00008868522,0.00001048732,0.008678029,0.0005875698,0.000173788,0.000008746396,0.00008264442,0.002901373],"genre_scores_gemma":[0.9926975,0.00001813667,0.00003924955,0.00542761,0.0002712668,0.00002397018,0.00000714051,0.00002450606,0.001490587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0374503,"threshold_uncertainty_score":0.8077725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03892784448143975,"score_gpt":0.31816685255223,"score_spread":0.2792390080707902,"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."}}