{"id":"W2153398041","doi":"10.1200/jco.2009.27.4324","title":"Medulloblastoma Comprises Four Distinct Molecular Variants","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1353,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Ontario Institute for Cancer Research","funders":"Canadian Institutes of Health Research; Deutsche Kinderkrebsstiftung; Pediatric Brain Tumor Foundation; Sontag Foundation; American Brain Tumor Association","keywords":"Medulloblastoma; Medicine; Oncology; Cancer research","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":[0.000279302,0.0006202239,0.0006096427,0.0009742359,0.0004251372,0.0005909568,0.0003818898,0.0002492213,0.0006197513],"category_scores_gemma":[0.00065085,0.0001844726,0.0004661395,0.0008195743,0.0006217139,0.0002701738,0.0006208947,0.0003839821,0.0002262238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008710332,"about_ca_system_score_gemma":0.0007073986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006850759,"about_ca_topic_score_gemma":0.008018125,"domain_scores_codex":[0.9996195,0.00003430991,0.00004123068,0.0001428254,0.0001100027,0.00005209333],"domain_scores_gemma":[0.9996418,0.00004569444,0.0001858444,0.00003866655,0.00003288772,0.00005506889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009557731,0.00006262612,0.7636709,0.0001870288,0.0003965268,0.0032092,0.0003107525,0.0007728292,0.1855187,0.001465949,0.0007405058,0.04270936],"study_design_scores_gemma":[0.00005974002,0.0002526154,0.9530003,0.00007084582,0.000347431,0.01667721,0.000369269,0.001229576,0.01955346,0.002293024,0.006122807,0.00002376552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927924,0.002828538,0.002443175,0.0001737002,0.00001053541,0.0000425267,0.0004390867,0.0001151542,0.001154866],"genre_scores_gemma":[0.9963246,0.0007998132,0.001746434,0.00004959341,0.00001685471,0.00001264924,0.0007223709,0.00002022303,0.0003075508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006850759,"threshold_uncertainty_score":0.01362175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0885155091889863,"score_gpt":0.4474748075378588,"score_spread":0.3589592983488725,"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."}}