{"id":"W2921956725","doi":"10.1055/s-0039-1679484","title":"Visual Outcomes after Expanded Endoscopic Endonasal Resection of Anterior Skull Base Meningiomas","year":2019,"lang":"en","type":"article","venue":"Journal of Neurological Surgery Part B Skull Base","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Optic canal; Skull; Medicine; Meningioma; Decompression; Surgery; Resection; Endoscopy; Endoscopic endonasal surgery","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":[0.0003406556,0.0001840948,0.0002578719,0.0006543024,0.0002844415,0.000485277,0.000249794,0.0001897871,0.001094011],"category_scores_gemma":[0.002030402,0.00004884739,0.0004337026,0.0004123735,0.0002577598,0.0004165169,0.0005147622,0.0003959694,0.0001415766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006655637,"about_ca_system_score_gemma":0.0003169529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002696915,"about_ca_topic_score_gemma":0.004085795,"domain_scores_codex":[0.9996758,0.00004539334,0.00004372051,0.00004220381,0.00009391396,0.00009905442],"domain_scores_gemma":[0.9986811,0.0002097658,0.0005632206,0.0000418176,0.0001546672,0.0003494373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002868665,0.0006577817,0.9420525,0.0001036647,0.0003505099,0.003623255,0.0003501792,0.0008561041,0.002442412,0.00007338124,0.0005868454,0.04603468],"study_design_scores_gemma":[0.00003183771,0.001584056,0.9935554,0.00002295105,0.00009510589,0.00327368,0.0002645269,0.0003076653,0.0004436057,0.00009350309,0.0003117341,0.00001598611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987273,0.0003484642,0.00004719732,0.00003863107,0.000007024373,0.000005656215,0.0001525723,0.000003347194,0.0006698282],"genre_scores_gemma":[0.999572,0.00008484881,0.00002405022,0.00001336342,0.000007222763,0.000003007936,0.0001891013,0.00000127068,0.0001050635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002696915,"threshold_uncertainty_score":0.005362451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03093303640929527,"score_gpt":0.2828128471309742,"score_spread":0.2518798107216789,"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."}}