{"id":"W3111628160","doi":"10.1093/neuonc/noaa215.223","title":"CTNI-57. LOW-RISK MENINGIOMA: OUTCOMES FROM NRG ONCOLOGY/RTOG 0539","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre","funders":"","keywords":"Medicine; Internal medicine; Hazard ratio; Meningioma; Gastroenterology; Surgery; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004086774,0.000481068,0.001396866,0.0002078012,0.0002031197,0.000036343,0.0004570258,0.0004617488,0.001696924],"category_scores_gemma":[0.001116186,0.00041927,0.0003718634,0.0004259637,0.0002039128,0.0001249196,0.000466094,0.000965572,0.001566596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003569626,"about_ca_system_score_gemma":0.0003880993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001456425,"about_ca_topic_score_gemma":0.00002459231,"domain_scores_codex":[0.9962134,0.0005461674,0.0008901556,0.001060128,0.0005149727,0.0007751788],"domain_scores_gemma":[0.9969158,0.001099266,0.0004422793,0.0006940875,0.0001188569,0.0007297028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004747112,0.002142565,0.1932806,0.0002675518,0.001855886,0.06507231,0.009408979,0.00009879855,0.3581617,0.001897754,0.279005,0.08406165],"study_design_scores_gemma":[0.01153835,0.007145463,0.03893023,0.00003812185,0.001192468,0.0004412601,0.0009281711,0.00175174,0.007247837,0.000355249,0.9298275,0.0006036003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8995321,0.0003062451,0.0004801189,0.04059782,0.00172433,0.0009966537,0.00004970626,0.0004386274,0.05587441],"genre_scores_gemma":[0.9795045,0.00005099242,0.004275776,0.01445077,0.001009375,0.0001160513,0.00009735319,0.00008103435,0.0004141392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6508225,"threshold_uncertainty_score":0.9998259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04227633261742913,"score_gpt":0.3063355793747301,"score_spread":0.264059246757301,"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."}}