{"id":"W2020190200","doi":"10.17712/nsj.2015.2.20140621","title":"Focal brainstem gliomas","year":2015,"lang":"en","type":"review","venue":"Neurosciences","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Deanship of Scientific Research, King Saud University; King Fahad Medical City; King Saud University","keywords":"Neuronavigation; Brainstem; Medicine; Glioma; Radiology; Intraoperative neurophysiological monitoring; Magnetic resonance imaging; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002058949,0.0003048003,0.001222844,0.0002600171,0.00008386692,0.00007497665,0.0002333394,0.0001388779,0.00002701624],"category_scores_gemma":[0.0001431106,0.0001785226,0.0003726369,0.0007856215,0.0001826422,0.00006368296,0.0000823646,0.0001733049,0.0002531681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000814,"about_ca_system_score_gemma":0.0005502234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009066307,"about_ca_topic_score_gemma":0.000002475046,"domain_scores_codex":[0.9981183,0.00008115179,0.000333639,0.0005640365,0.0005977422,0.0003051122],"domain_scores_gemma":[0.999002,0.00009874459,0.0001593779,0.0003768714,0.00005006855,0.0003129677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000146345,0.0002030565,0.0000394811,0.001542026,0.00001489003,0.000660766,0.000008651376,5.27561e-8,0.000001988028,0.0001203306,0.004032024,0.9933752],"study_design_scores_gemma":[0.0002296899,0.0004245835,0.00002408889,0.002278761,0.000467903,0.0008423467,0.000006336538,0.000004357734,0.000005213178,0.00001073114,0.995565,0.0001409854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000100596,0.9916701,7.018529e-7,0.000130868,0.001615715,0.0006506988,0.0000179692,0.00007339608,0.005739938],"genre_scores_gemma":[0.0001183272,0.9985844,0.00004994387,0.0001642033,0.0002098583,0.00009732982,0.00001415862,0.00002520552,0.000736548],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9932343,"threshold_uncertainty_score":0.727994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1726121041437151,"score_gpt":0.4153299415028338,"score_spread":0.2427178373591187,"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."}}