{"id":"W1958320141","doi":"10.1111/j.1440-1789.2012.01326.x","title":"Lipidized glioblastoma: Pathological and molecular characteristics","year":2012,"lang":"en","type":"article","venue":"Neuropathology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"IDH2; Isocitrate dehydrogenase; IDH1; Pathology; Biology; Glioblastoma; Pathological; Pleomorphism (cytology); Cancer research; Immunohistochemistry; Mutation; Medicine; Gene; Genetics; Enzyme","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":[0.0001175975,0.0001434477,0.0003047604,0.00007124893,0.00004100906,0.000008077461,0.00003210111,0.0001000747,0.00007947572],"category_scores_gemma":[0.0001369109,0.0001088463,0.00005709598,0.00007703244,0.0001069739,0.00003334002,0.00007082609,0.0001405435,0.0001168144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000118233,"about_ca_system_score_gemma":0.000008201817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.883896e-7,"about_ca_topic_score_gemma":9.045846e-8,"domain_scores_codex":[0.999079,0.0001171109,0.0001657415,0.000219685,0.00009270618,0.0003257478],"domain_scores_gemma":[0.9994411,0.00006076684,0.00005037416,0.000204367,0.00003216876,0.0002111601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002473992,0.001125871,0.5630199,0.00003092292,0.00002046823,0.008311894,0.0001537738,5.567774e-8,0.4087353,0.002051892,0.0002672483,0.01603527],"study_design_scores_gemma":[0.001763924,0.001090444,0.9598039,0.00001119972,0.0001548029,0.008492094,0.0000109736,0.00001322336,0.02157305,0.00003796737,0.006924279,0.000124086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973065,0.0005344528,0.00004819781,0.0008953371,0.0002447575,0.0001806428,0.000006519463,0.00007249176,0.000711095],"genre_scores_gemma":[0.9969876,0.0001165893,0.0006106906,0.002038577,0.0001651872,0.0000334593,0.000007795613,0.00002073802,0.00001939157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.396784,"threshold_uncertainty_score":0.4438623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259402877757837,"score_gpt":0.2587877528947091,"score_spread":0.2461937241171307,"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."}}