{"id":"W2767800648","doi":"10.1093/neuonc/nox168.654","title":"NIMG-84. TUMOR LOCATION IS PROGNOSTIC FOR OVERALL SURVIVAL IN NEWLY DIAGNOSED GLIOBLASTOMA: EVIDENCE FROM 1,458 PATIENTS POOLED FROM INTERNATIONAL TRIALS, SINGLE INSTITUTION DATABASES, AND MULTICENTER CONSORTIUMS","year":2017,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Hazard ratio; Database; Internal medicine; Clinical trial; Proportional hazards model; Oncology; 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":[0.01390522,0.000499994,0.001427042,0.001735751,0.0003525453,0.001248352,0.0007802559,0.0005079134,0.0009455155],"category_scores_gemma":[0.01871181,0.000278067,0.002200264,0.003409246,0.0004774145,0.0007427864,0.001385506,0.0003568638,0.0002633335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004370023,"about_ca_system_score_gemma":0.0006075757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002179281,"about_ca_topic_score_gemma":0.005563395,"domain_scores_codex":[0.9911953,0.005553471,0.0008969873,0.001272013,0.0008695329,0.0002126613],"domain_scores_gemma":[0.985863,0.004561686,0.006371386,0.001959087,0.0007108353,0.0005340279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02236868,0.0002063602,0.873116,0.001265909,0.03288091,0.0001867877,0.0002660709,0.001143342,0.0009463263,0.0001411762,0.002841303,0.06463716],"study_design_scores_gemma":[0.003005644,0.001742695,0.9680761,0.0003021032,0.02000212,0.0004334413,0.0001772239,0.0009770705,0.0005026981,0.0004168102,0.00431384,0.00005020798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731966,0.01706281,0.0009028987,0.0003801862,0.00006198934,0.0001764034,0.006501423,0.00003653923,0.001681134],"genre_scores_gemma":[0.9920307,0.001991792,0.0005646553,0.0002170848,0.00007484648,0.0001350684,0.004828762,0.00001967934,0.0001373095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01390522,"threshold_uncertainty_score":0.07353872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07433397006595907,"score_gpt":0.3512440393137878,"score_spread":0.2769100692478288,"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."}}