{"id":"W2133449257","doi":"10.1215/15228517-2006-029","title":"Malignant and benign ganglioglioma: A pathological and molecular study1","year":2007,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University Health Network","funders":"","keywords":"Ganglioglioma; Malignant transformation; Biology; Malignancy; Comparative genomic hybridization; Pathology; Cancer research; Gene; Genetics; Medicine; Neuroscience; Genome; Epilepsy","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":[0.0003995011,0.0004127767,0.0003228397,0.002150388,0.0005237599,0.000510508,0.0005315935,0.0007013712,0.001521625],"category_scores_gemma":[0.0008536433,0.0002904332,0.0002141796,0.0007828171,0.001067881,0.0005784668,0.0006450637,0.0003523988,0.0005539345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003068557,"about_ca_system_score_gemma":0.0002661897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005052311,"about_ca_topic_score_gemma":0.0005337353,"domain_scores_codex":[0.9997734,0.00002939202,0.00003162799,0.000043008,0.00006388933,0.00005874383],"domain_scores_gemma":[0.9996009,0.0001256488,0.00007011164,0.00004621955,0.00005177262,0.0001054584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002459453,0.0005059407,0.2497411,0.0006891606,0.00008167283,0.2291903,0.00123206,0.000298032,0.4721874,0.006984379,0.0009195514,0.03571099],"study_design_scores_gemma":[0.00008226158,0.001070409,0.2584094,0.00005491145,0.0001284202,0.6757917,0.001321881,0.001047794,0.039157,0.002928858,0.01996798,0.00003939692],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817832,0.01165349,0.001448381,0.0002522297,0.00005667112,0.00005436418,0.0002694074,0.00003575723,0.004446534],"genre_scores_gemma":[0.9942741,0.003117936,0.00141473,0.00006286213,0.0001332117,0.00002975761,0.0003076496,0.000008393519,0.0006513181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002150388,"threshold_uncertainty_score":0.005090296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197481804471187,"score_gpt":0.3034876610575863,"score_spread":0.2837394806104677,"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."}}