{"id":"W2899936890","doi":"10.1093/neuonc/noy148.599","title":"INNV-28. EXTENT OF RESECTION IN NEWLY DIAGNOSED GLIOBLASTOMA: INCORPORATING CLINICAL AND MOLECULAR DATA TO PREDICT OUTCOME","year":2018,"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":"CancerCare Manitoba; Shared Health; University of Manitoba","funders":"","keywords":"Glioblastoma; Medicine; Oncology; Proportional hazards model; Internal medicine; Overall survival; IDH1; Retrospective cohort study; Surgical resection; Surgery; Mutant; Cancer research; Gene; Biology","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":[0.002222772,0.0004850525,0.0004739175,0.0004713437,0.0001237393,0.0004804092,0.000442736,0.0002571726,0.001091144],"category_scores_gemma":[0.004483764,0.0001719677,0.0007235831,0.0003903399,0.0001610355,0.0003192821,0.0005469655,0.0005827133,0.0002443451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005788802,"about_ca_system_score_gemma":0.0008105777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00750652,"about_ca_topic_score_gemma":0.01347539,"domain_scores_codex":[0.9993062,0.000407778,0.00004013441,0.0001007357,0.00007827846,0.00006683594],"domain_scores_gemma":[0.9983316,0.0008984203,0.0003974492,0.00009689715,0.00009352768,0.0001820707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002072548,0.00009057581,0.9646899,0.00004773374,0.0004861764,0.00008562071,0.00003812444,0.01218803,0.0006238697,0.0001433147,0.0004102972,0.01912376],"study_design_scores_gemma":[0.000102618,0.001623743,0.8444949,0.00003546483,0.0006900323,0.0003236526,0.0001022322,0.1474648,0.001569017,0.001282637,0.002278016,0.00003290563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940683,0.0005174972,0.003532116,0.0001795742,0.00002381328,0.00001910856,0.001017891,0.00005167397,0.0005899839],"genre_scores_gemma":[0.997878,0.00008219959,0.001043584,0.00001383504,0.0000089849,0.00001440379,0.00059285,0.00001341841,0.000352658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00750652,"threshold_uncertainty_score":0.01492566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07195302820360715,"score_gpt":0.3896757963782356,"score_spread":0.3177227681746285,"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."}}