{"id":"W2551691100","doi":"10.1093/neuonc/nov225.27","title":"NIMG-27USING MR PERFUSION TO STRATIFY PATIENTS WITH TREATED HIGH-GRADE GLIOMAS: DOES IT CORRELATE WITH OVERALL SURVIVAL?","year":2015,"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":"McMaster University","funders":"","keywords":"Medicine; Perfusion; Internal medicine; Radiology; Oncology","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":[0.0008975698,0.0002223356,0.0002675828,0.0004934768,0.0001336738,0.0004576563,0.0002479879,0.0002776815,0.0009510471],"category_scores_gemma":[0.002221333,0.00008859357,0.0003465612,0.0005393388,0.0002684944,0.0003497362,0.000219884,0.0003539449,0.0001990702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002616399,"about_ca_system_score_gemma":0.0002419194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0011532,"about_ca_topic_score_gemma":0.002420869,"domain_scores_codex":[0.999808,0.00006053492,0.00001864364,0.00003192425,0.00004008363,0.00004087807],"domain_scores_gemma":[0.9987165,0.0003044619,0.0006259455,0.00005735681,0.0001146212,0.0001810985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003930035,0.00001282407,0.9963788,0.00001022105,0.00004086069,0.00003788534,0.00001449299,0.00005271891,0.0001874329,0.000007261599,0.00005771515,0.00280677],"study_design_scores_gemma":[0.00001227753,0.0003530608,0.9983739,0.000008662518,0.0001002384,0.0002802976,0.00006612164,0.0004206875,0.0001610454,0.00003674462,0.0001829358,0.000003885555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981409,0.001072121,0.0001618329,0.00008025397,0.000008637154,0.000005568477,0.0001360141,0.00000501896,0.0003895793],"genre_scores_gemma":[0.9995067,0.0001539219,0.00009083953,0.00001455449,0.0000113513,0.0000027732,0.0001610342,0.000001513758,0.00005728014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0011532,"threshold_uncertainty_score":0.004746854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02350907922883414,"score_gpt":0.2794885511070778,"score_spread":0.2559794718782436,"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."}}