{"id":"W3034258369","doi":"10.7759/cureus.8604","title":"Short Course Hypofractionated Radiotherapy for Frail or Elderly Patients With Meningioma","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Toronto Western Hospital","funders":"","keywords":"Medicine; Meningioma; Edema; Radiation therapy; Dexamethasone; Surgery; Retrospective cohort study; Incidence (geometry); Malignant meningioma; 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":[0.00024949,0.0001495812,0.00024582,0.0002110738,0.0002737788,0.0001704,0.0001236736,0.0001297188,0.000671124],"category_scores_gemma":[0.0006432385,0.00006016034,0.0003216432,0.0002255264,0.0001728795,0.0001428629,0.0001830279,0.0001580165,0.0001184715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002604245,"about_ca_system_score_gemma":0.0003325155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000895369,"about_ca_topic_score_gemma":0.002326911,"domain_scores_codex":[0.9999294,0.00002014479,0.000009365427,0.00001056865,0.00001430855,0.00001618735],"domain_scores_gemma":[0.9996355,0.00005496733,0.0002062617,0.00001618776,0.00001502663,0.00007206051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002301343,0.0001458849,0.9193674,0.0001423049,0.0001181221,0.003427123,0.0002020754,0.0005294788,0.01276788,0.00004495928,0.0005504062,0.060403],"study_design_scores_gemma":[0.000108297,0.004120979,0.9748599,0.00003900236,0.000157305,0.01496928,0.0001631017,0.0004992278,0.002834693,0.0000993291,0.002140295,0.000008664337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976368,0.001666941,0.0002673769,0.00004314083,0.000006113661,0.00001197167,0.00004929088,0.000007567586,0.0003109344],"genre_scores_gemma":[0.9989619,0.000501032,0.0002882542,0.00004103313,0.00002200675,0.000007994365,0.00007658597,0.000001893096,0.00009915981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000895369,"threshold_uncertainty_score":0.002245128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03832900705199346,"score_gpt":0.2927430458905504,"score_spread":0.254414038838557,"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."}}