{"id":"W3206367283","doi":"10.1093/neuonc/noab245","title":"Accuracy of central neuro-imaging review of DIPG compared with histopathology in the International DIPG Registry","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; BC Children's Hospital; University of British Columbia; Hospital for Sick Children","funders":"National Cancer Institute; Agency for Healthcare Research and Quality; Isabella and Marcus Foundation; Robert Connor Dawes Foundation; Cure Brain Cancer Foundation; Brooke Healey Foundation; Reflections of Grace Foundation; Jeffrey Thomas Hayden Foundation; Cure Starts Now Foundation; Musella Foundation For Brain Tumor Research and Information","keywords":"Medical diagnosis; Histopathology; Medicine; Radiology; Biopsy; Stereotactic biopsy; Medical imaging; Magnetic resonance imaging; Pathology","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":[0.00600794,0.0002998618,0.0004524116,0.005096756,0.0003629236,0.001664908,0.0009589737,0.0004014397,0.001389573],"category_scores_gemma":[0.03625701,0.000342183,0.0003537077,0.002710398,0.0006429468,0.001214179,0.001813665,0.000333418,0.0006335893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006628199,"about_ca_system_score_gemma":0.0007252445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0042458,"about_ca_topic_score_gemma":0.004104164,"domain_scores_codex":[0.9936751,0.00193189,0.001227323,0.001273808,0.0012213,0.0006706471],"domain_scores_gemma":[0.967608,0.007385883,0.01423636,0.003952029,0.005548112,0.001269637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000840243,0.000006960457,0.9962218,0.00001954128,0.00001835995,0.000240386,0.00009925137,0.00007023935,0.0001837391,0.00002191217,0.0002004929,0.002833343],"study_design_scores_gemma":[0.0000108207,0.00007438208,0.9926702,0.00006386912,0.00005156942,0.003795638,0.0005341493,0.001117987,0.0008038848,0.00004207504,0.0008233284,0.00001209895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948747,0.0006597798,0.0004307427,0.00009792281,0.00002725748,0.00003772798,0.0008913503,0.00004852257,0.002931952],"genre_scores_gemma":[0.9986678,0.0001842109,0.0003332472,0.00002189865,0.00001731803,0.00001872754,0.0006834604,0.000009745678,0.00006364345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00600794,"threshold_uncertainty_score":0.03177339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02741761961563569,"score_gpt":0.3195214468237005,"score_spread":0.2921038272080648,"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."}}