{"id":"W4412110840","doi":"10.1007/s00234-025-03672-4","title":"Isolated restricted diffusion in glioblastoma: incidence, progression, and survival impact ‘","year":2025,"lang":"en","type":"article","venue":"Neuroradiology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"CancerCare Manitoba Foundation","keywords":"Medicine; Neuroradiology; Glioblastoma; Prospective cohort study; Incidence (geometry); Neurology; Proportional hazards model; Survival analysis; Diffusion MRI; Internal medicine; Cohort; Neurosurgery; Nuclear medicine; Pathology; Radiology; Magnetic resonance imaging","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00086278,0.0001848415,0.0002258595,0.0008654638,0.000183016,0.0004810443,0.0002447627,0.0002888872,0.001340295],"category_scores_gemma":[0.003353055,0.0001073086,0.0003113627,0.0006515349,0.0002527864,0.0005103803,0.0003949073,0.0002997861,0.0002642134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002887507,"about_ca_system_score_gemma":0.0002701027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001978128,"about_ca_topic_score_gemma":0.001647651,"domain_scores_codex":[0.9997362,0.00006321694,0.00003091974,0.00006233765,0.00006193251,0.00004529991],"domain_scores_gemma":[0.9975635,0.0006344352,0.001207903,0.0001131813,0.000259374,0.0002217264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001937946,0.00001069399,0.9957225,0.00001193611,0.0000245043,0.00007844779,0.00002091635,0.00005842245,0.0001192038,0.00000753196,0.00004534139,0.003706696],"study_design_scores_gemma":[0.000003012891,0.0001460765,0.9985998,0.000008402218,0.00003208685,0.0006953066,0.00004798943,0.0002110462,0.00009747324,0.00002774916,0.0001277945,0.000003213326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981731,0.001079181,0.00008260438,0.00004425912,0.000004605725,0.000004192057,0.0001985551,0.000005836331,0.0004075065],"genre_scores_gemma":[0.9995217,0.0001939305,0.00005209524,0.000005098315,0.000009547415,0.00000197459,0.0001682765,0.000001473134,0.00004603364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001978128,"threshold_uncertainty_score":0.004562855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008885765825309939,"score_gpt":0.3106934382128671,"score_spread":0.3018076723875572,"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."}}