{"id":"W4388590481","doi":"10.1093/neuonc/noad179.1001","title":"SURG-02. SURGICAL OUTCOME OF SUPRATENTORIAL MENINGIOMA PATIENTS AGED ≥80 YEARS – RETROSPECTIVE INTERNATIONAL MULTICENTER STUDY","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Neurosurgery; Meningioma; Population; Surgery; Radiology","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":[0.0004726352,0.0003613673,0.0002447909,0.001085698,0.0004290054,0.0005081282,0.0002824118,0.0002982523,0.002184295],"category_scores_gemma":[0.0008341685,0.0002411737,0.0004906121,0.001079886,0.0002336082,0.0005700467,0.0004281694,0.0003097742,0.0006646807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002789986,"about_ca_system_score_gemma":0.0002734332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002700204,"about_ca_topic_score_gemma":0.002802111,"domain_scores_codex":[0.9997234,0.00004431551,0.00004323992,0.00008587608,0.00004276568,0.00006040622],"domain_scores_gemma":[0.9989557,0.00007819907,0.0005523745,0.00007859541,0.000101957,0.0002331558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006367416,0.00001351816,0.9993042,0.00000514681,0.00002575165,0.00006513754,0.00002140591,0.00001240535,0.00005844691,0.000004528817,0.00005731022,0.0003684443],"study_design_scores_gemma":[0.00000738741,0.0000864374,0.9989941,0.000005220549,0.00002190289,0.0004185904,0.0001440632,0.00004465898,0.00003129,0.000009802954,0.0002338908,0.000002636492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985116,0.0001865061,0.00003272514,0.00001409564,0.000004508533,0.000008642677,0.0008064156,0.000002758433,0.0004326357],"genre_scores_gemma":[0.9985756,0.0001117809,0.00003646899,0.0000221287,0.00001545927,0.00001905614,0.001079732,0.000002687146,0.0001370434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002700204,"threshold_uncertainty_score":0.007307231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03787618942484005,"score_gpt":0.3405442614268874,"score_spread":0.3026680720020474,"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."}}