{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001431923,0.0004792703,0.0007021537,0.0002720125,0.0002524928,0.0005219322,0.0004574966,0.0003898082,0.002786015],"category_scores_gemma":[0.0007678882,0.0001588045,0.0004744353,0.0003017071,0.0003134132,0.0002841975,0.0003134843,0.0008381452,0.0007259494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008427387,"about_ca_system_score_gemma":0.001063432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001613814,"about_ca_topic_score_gemma":0.006091049,"domain_scores_codex":[0.9996797,0.0001237774,0.00002404907,0.00005745737,0.00005727082,0.00005765916],"domain_scores_gemma":[0.999504,0.00004257787,0.0001422227,0.0000414564,0.00002102257,0.0002487892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4697911,0.01448724,0.1327094,0.001783731,0.001475286,0.0005792506,0.0003692466,0.003120506,0.03389616,0.0006674405,0.0312751,0.3098455],"study_design_scores_gemma":[0.1704908,0.3211812,0.4553755,0.0004650883,0.002853969,0.001782163,0.0002456834,0.003177314,0.01223673,0.0009809134,0.03113519,0.00007545483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835672,0.004701149,0.0002977713,0.0007300364,0.0001100107,0.0006661075,0.002532723,0.00006747791,0.007327445],"genre_scores_gemma":[0.9900281,0.001399439,0.0006661048,0.0006243837,0.0001206798,0.0006254967,0.004336281,0.0000298077,0.002169581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002786015,"threshold_uncertainty_score":0.00932014,"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."}}