{"id":"W4407250678","doi":"10.1055/s-0045-1803228","title":"Natural History and Surgical Outcomes of Single-Center Experience in Management of Spheno-orbital Meningiomas","year":2025,"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":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Natural history; Center (category theory); Medicine; Natural (archaeology); General surgery; Surgery; History; Internal medicine","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":[0.000383529,0.0002356395,0.0002448133,0.001013462,0.0008692921,0.0009841585,0.0004349293,0.0004931455,0.001736161],"category_scores_gemma":[0.002706565,0.0001980478,0.0004569895,0.0009106216,0.0004913843,0.0006869595,0.0007072489,0.0004319464,0.0002971151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009400881,"about_ca_system_score_gemma":0.0005699589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003667034,"about_ca_topic_score_gemma":0.005986583,"domain_scores_codex":[0.9994974,0.00007938664,0.00007068805,0.00009345455,0.00007697331,0.0001820852],"domain_scores_gemma":[0.9983652,0.0002563892,0.0006168791,0.00006275682,0.0001492239,0.0005495969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002328127,0.0001993149,0.9917004,0.000009608107,0.00004370838,0.002936351,0.0004158254,0.0002025178,0.0006031368,0.00005385808,0.0001759435,0.003426602],"study_design_scores_gemma":[0.00001409951,0.0005191018,0.9849558,0.00001572175,0.00002694532,0.01066468,0.002706634,0.0004498131,0.0002967846,0.00009559591,0.0002314457,0.00002335542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994129,0.0001098911,0.00003151015,0.00002980946,0.000003293914,0.000003727052,0.00007593891,0.000001844831,0.000331107],"genre_scores_gemma":[0.9996703,0.0000708802,0.00002415624,0.00001494393,0.000008343683,0.000003375116,0.0001313604,0.000002029898,0.00007460512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003667034,"threshold_uncertainty_score":0.007291377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05540389989512116,"score_gpt":0.2793928637444212,"score_spread":0.2239889638493001,"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."}}