{"id":"W1499080100","doi":"10.5772/20877","title":"Syndromes Associated with Intracranial Tumours: A Paediatric Neurosurgeon’s Perspective","year":2011,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Western Ontario; Western University","funders":"","keywords":"Perspective (graphical); Neurosurgery; Medicine; General surgery; Radiology; Computer science; Artificial intelligence","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":[0.0008964117,0.0007842802,0.001240411,0.002838446,0.001348975,0.002408554,0.001032245,0.004764916,0.005567094],"category_scores_gemma":[0.004090503,0.0004739686,0.0006050619,0.00133129,0.002465284,0.003664619,0.002104201,0.006675973,0.001478723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002024771,"about_ca_system_score_gemma":0.00278744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004383887,"about_ca_topic_score_gemma":0.006915866,"domain_scores_codex":[0.99932,0.0001262349,0.0001086959,0.00009333964,0.0001887067,0.0001630136],"domain_scores_gemma":[0.9985352,0.0005225569,0.0001558039,0.00003866458,0.0003754488,0.0003723242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001297359,0.0002672207,0.03727178,0.002520769,0.0001726179,0.2457312,0.004081491,0.001198044,0.001237045,0.05392706,0.3639542,0.2895088],"study_design_scores_gemma":[0.00002165828,0.0001354651,0.01191474,0.005288341,0.00008528765,0.6212004,0.003711533,0.000321729,0.0002393627,0.01416972,0.3428246,0.00008711158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.02779124,0.6269224,0.004371597,0.2503202,0.02262266,0.0000816133,0.0003139177,0.0001640641,0.0674124],"genre_scores_gemma":[0.1478253,0.7448202,0.004415721,0.04863282,0.04485526,0.00008008216,0.0002651948,0.0001055499,0.008999811],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005567094,"threshold_uncertainty_score":0.01862383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02313600869640282,"score_gpt":0.2382719640490309,"score_spread":0.2151359553526281,"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."}}