{"id":"W2078913545","doi":"10.1093/neuonc/nou263.8","title":"NC-08 * PREDICTORS OF SURVIVAL AFTER SECOND SURGERY FOR RECURRENT GLIOBLASTOMA MULTIFORME TUMOURS","year":2014,"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":"University of Toronto","funders":"","keywords":"Medicine; Mann–Whitney U test; Surgery; Survival analysis; Log-rank test; Chemotherapy; Proportional hazards model; Retrospective cohort study; Pathological; 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":[0.0003039551,0.0002248666,0.00022034,0.0006515336,0.0003118832,0.000331217,0.0002525077,0.0002780681,0.003289746],"category_scores_gemma":[0.002000856,0.0000570481,0.0002770957,0.000657648,0.0002212144,0.0001903732,0.0002528131,0.0004104985,0.0004348379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004877943,"about_ca_system_score_gemma":0.0007220113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00532693,"about_ca_topic_score_gemma":0.01092531,"domain_scores_codex":[0.9998096,0.00002325982,0.00003114082,0.00002885606,0.00005419006,0.00005298798],"domain_scores_gemma":[0.9970443,0.0004568415,0.001328898,0.00005854336,0.0003849085,0.000726552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001329508,0.00001277172,0.9966018,0.0000149,0.00002455814,0.0001903714,0.00001198397,0.00005909074,0.0001749275,0.000006499458,0.00028989,0.00248025],"study_design_scores_gemma":[0.000005143594,0.0001351778,0.9974082,0.000008900106,0.00003551494,0.001351012,0.00005498364,0.000178232,0.0002057452,0.00002393432,0.000589721,0.000003509175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973425,0.0005517618,0.000104915,0.0001105563,0.00002252078,0.000006312029,0.000850654,0.00001503582,0.0009958629],"genre_scores_gemma":[0.9984665,0.0001021363,0.0001168025,0.00002155372,0.00001842329,0.000008615567,0.0009153695,0.000004874945,0.0003455945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00532693,"threshold_uncertainty_score":0.01100534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841495848370119,"score_gpt":0.281143144605249,"score_spread":0.2627281861215478,"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."}}