{"id":"W2325798815","doi":"10.1093/neuonc/nou264.65","title":"NI-67 * THE ROLE OF FLAIR VOLUME AS A PROGNOSTICATING FACTOR IN PATIENTS WITH GLIOBLASTOMA","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 Calgary","funders":"","keywords":"Fluid-attenuated inversion recovery; Magnetic resonance imaging; Nuclear medicine; Medicine; Glioblastoma; Volume (thermodynamics); Radiology","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":[0.000375056,0.0002310277,0.0001889057,0.0006305976,0.0002227822,0.0003352277,0.0002107223,0.000258237,0.0008171787],"category_scores_gemma":[0.002908642,0.000103363,0.0001502818,0.0004422931,0.0001881439,0.0004079412,0.0002142356,0.000291821,0.0002024909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002448199,"about_ca_system_score_gemma":0.0001936484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001463835,"about_ca_topic_score_gemma":0.002087705,"domain_scores_codex":[0.9998894,0.00002566775,0.00001714129,0.00001821708,0.00002504297,0.00002451853],"domain_scores_gemma":[0.9987437,0.0003229775,0.0005246169,0.00005092518,0.0001567144,0.0002011404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001971113,0.000007938345,0.9971671,0.000004523736,0.00001137456,0.0001124763,0.00002004531,0.00004480699,0.0002599228,0.000007466301,0.0000530818,0.002114211],"study_design_scores_gemma":[0.000004561911,0.0001316712,0.9981105,0.000005206931,0.00002813383,0.0007233525,0.0001039029,0.000441099,0.0002257371,0.00004675025,0.0001746599,0.000004448482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990864,0.0003553797,0.00006935049,0.00005366692,0.000006242764,0.000002156561,0.00007168325,0.000004262266,0.00035101],"genre_scores_gemma":[0.9997014,0.00005951401,0.00005593096,0.000008456642,0.000007456287,0.000002119116,0.0001020716,0.000001280352,0.00006161907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001463835,"threshold_uncertainty_score":0.002910614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006353008328689139,"score_gpt":0.2434102231051928,"score_spread":0.2370572147765037,"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."}}