{"id":"W2062608132","doi":"10.1158/1538-7445.am2011-3447","title":"Abstract 3447: FSTL5 improves prognostic subclassification of medulloblastoma","year":2011,"lang":"en","type":"article","venue":"Cancer Research","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medulloblastoma; Immunohistochemistry; Wnt signaling pathway; Biology; Transcriptome; Oncology; Internal medicine; Molecular marker; Cancer research; Pathology; Bioinformatics; Gene; Medicine; Genetics; Gene expression; Immunology","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":[0.0003253639,0.0002320594,0.0002928427,0.0006555154,0.0001878297,0.0003642683,0.0001413138,0.0001683254,0.00171696],"category_scores_gemma":[0.0006023257,0.00006710146,0.0002525657,0.0003874639,0.0001288622,0.0001536071,0.0002502409,0.0002200746,0.0004036162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003273376,"about_ca_system_score_gemma":0.000212695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001559095,"about_ca_topic_score_gemma":0.002278263,"domain_scores_codex":[0.9998593,0.00002596158,0.00001309862,0.00004624133,0.0000316062,0.00002374767],"domain_scores_gemma":[0.9998103,0.00004866764,0.00005655773,0.00001698958,0.00002694424,0.00004056778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002631462,0.00008430738,0.7263352,0.00009562037,0.0001292814,0.0001604059,0.00008509991,0.001407733,0.2142422,0.000109519,0.001005352,0.05371384],"study_design_scores_gemma":[0.00003575982,0.0004450528,0.9587346,0.00001763684,0.0001573241,0.0005437721,0.0001130545,0.009519151,0.02901141,0.0002702086,0.001140336,0.00001150922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977592,0.000393001,0.0008016772,0.00006099022,0.00000552898,0.000006328617,0.0005379035,0.0000536101,0.0003817595],"genre_scores_gemma":[0.9984447,0.00006142357,0.0006045933,0.00001710357,0.00000619161,0.000003439835,0.0006746938,0.000006326506,0.0001814538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00171696,"threshold_uncertainty_score":0.005743861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1861945840709547,"score_gpt":0.4095033534976462,"score_spread":0.2233087694266915,"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."}}