{"id":"W3216935060","doi":"10.1093/neuonc/noab196.524","title":"NIMG-24. RANO CRITERIA DETECTS EARLY PROGRESSION SOONER THAN MODIFIED RANO CRITERIA IN PATIENTS WITH NEWLY DIAGNOSED GLIOBLASTOMA","year":2021,"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":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Glioblastoma; Medicine; Progression-free survival; Tumor progression; Retrospective cohort study; Radiation therapy; Oncology; Surgery; Internal medicine; Overall survival; Radiology; Medical physics; Cancer; Cancer research","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":[0.001073242,0.0002365497,0.0004485195,0.001348858,0.0002082539,0.0005505804,0.0003923044,0.0003621925,0.0008945052],"category_scores_gemma":[0.003616503,0.0001259204,0.0003065802,0.0009828213,0.0002457036,0.0004395789,0.0003379603,0.0001996909,0.0002672891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005218999,"about_ca_system_score_gemma":0.000354384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003688112,"about_ca_topic_score_gemma":0.008143194,"domain_scores_codex":[0.9993101,0.0001984609,0.0001444556,0.0001363063,0.00012346,0.00008715995],"domain_scores_gemma":[0.9977418,0.0004621388,0.00121426,0.00008634635,0.0003154773,0.0001800646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000247039,0.0000104398,0.9938896,0.0000284564,0.00002864974,0.000249001,0.00001787876,0.00006336419,0.0004459733,0.0000124039,0.0001868545,0.004820342],"study_design_scores_gemma":[0.00001120908,0.0001328409,0.9968432,0.0000156548,0.000043472,0.001607915,0.00004841556,0.0003062772,0.0004658495,0.00003489261,0.0004848951,0.000005523177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955015,0.001820959,0.0002785457,0.00006654579,0.00001507314,0.00004157266,0.000613915,0.0000195444,0.001642482],"genre_scores_gemma":[0.9986653,0.0002120033,0.0003740368,0.00003559451,0.00001085581,0.00002450216,0.0004989699,0.000004026168,0.0001748211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003688112,"threshold_uncertainty_score":0.007333338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651467078057148,"score_gpt":0.2938790076198118,"score_spread":0.2773643368392403,"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."}}