{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002986376,0.0002579523,0.0003428501,0.0007501978,0.0004369844,0.001037773,0.0003115379,0.000318096,0.002957087],"category_scores_gemma":[0.002650058,0.00008423587,0.0006755032,0.0005538685,0.0003815299,0.000705449,0.0006728634,0.000503665,0.0003652244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007732401,"about_ca_system_score_gemma":0.0004057387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005324798,"about_ca_topic_score_gemma":0.00867437,"domain_scores_codex":[0.999512,0.00005064371,0.00004453753,0.00005413127,0.0001496648,0.0001890066],"domain_scores_gemma":[0.9988827,0.0002612433,0.000376572,0.00008581417,0.0001578381,0.000235772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01201544,0.001490669,0.7130992,0.0003412364,0.001262522,0.01398254,0.00118431,0.003023944,0.01075256,0.0007515003,0.00398067,0.2381154],"study_design_scores_gemma":[0.00007849068,0.002065871,0.9789877,0.00007809473,0.0002580529,0.01220519,0.0012575,0.000887052,0.001491342,0.0008760682,0.001742575,0.00007195644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934521,0.001127173,0.0001687115,0.000134289,0.00004387671,0.000007991639,0.0004511493,0.00001394499,0.00460078],"genre_scores_gemma":[0.9988841,0.0001659636,0.00004046153,0.00003356997,0.00001672898,0.000002839665,0.0003128022,0.0000069063,0.000536522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005324798,"threshold_uncertainty_score":0.01058763,"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."}}