{"id":"W3110870249","doi":"10.1093/neuonc/noaa215.556","title":"NCOG-17. PREDICTORS OF SURVIVAL IN ELDERLY PATIENTS UNDERGOING SURGERY FOR GBM","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Proportional hazards model; Survival analysis; Pathological; Surgery; Complication; 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":[0.0004745726,0.0001561463,0.0002594789,0.000772253,0.0002398332,0.0005824763,0.0002614467,0.0002395738,0.004821272],"category_scores_gemma":[0.002865905,0.00008788626,0.0003444742,0.001773618,0.0001729758,0.0003282699,0.0004289753,0.0005060073,0.0005041134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003029442,"about_ca_system_score_gemma":0.0007614865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00359153,"about_ca_topic_score_gemma":0.004910154,"domain_scores_codex":[0.9997254,0.00004358808,0.00005667176,0.0000481486,0.00005831512,0.00006783122],"domain_scores_gemma":[0.9964528,0.0004549673,0.002134555,0.00007958699,0.0003234454,0.0005545436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007711719,0.000006912217,0.9977986,0.00002639708,0.0000242804,0.00003435609,0.00001149162,0.00002563421,0.00003213494,0.00001069646,0.0005309511,0.001421269],"study_design_scores_gemma":[0.000008345075,0.00003717848,0.9981907,0.00002617662,0.00004384449,0.0002303829,0.00007828874,0.0001298844,0.00004188357,0.00005176989,0.001158803,0.000002672381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876361,0.002249812,0.0001506846,0.0003889089,0.00007185876,0.00001535914,0.007568461,0.00002672153,0.001892161],"genre_scores_gemma":[0.9942752,0.0005625937,0.0002057093,0.0001052189,0.00005512488,0.00002120805,0.00422822,0.000009100563,0.0005376461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004821272,"threshold_uncertainty_score":0.01612878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04135882310759069,"score_gpt":0.2946250182474915,"score_spread":0.2532661951399008,"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."}}