{"id":"W2134749269","doi":"10.1200/jco.2006.07.8626","title":"Molecular Profiling Identifies Prognostic Subgroups of Pediatric Glioblastoma and Shows Increased YB-1 Expression in Tumors","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":219,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Children's Hospital; Montreal Neurological Institute and Hospital","funders":"Hungarian Scientific Research Fund","keywords":"Gene expression profiling; Carcinogenesis; Cancer research; Protein kinase B; Phenotype; Gene expression; Gene; Medicine; Immunohistochemistry; Biology; Signal transduction; Pathology; Genetics","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":[0.0001674747,0.0002556964,0.0002961632,0.001052222,0.0002070497,0.0002959608,0.0001350776,0.0001984544,0.0005782832],"category_scores_gemma":[0.0004365401,0.0000977634,0.0001525555,0.0007254861,0.0001974501,0.000162677,0.0002609126,0.0001790106,0.0002132725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002469377,"about_ca_system_score_gemma":0.0002265015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007259125,"about_ca_topic_score_gemma":0.001023259,"domain_scores_codex":[0.9998488,0.00001664899,0.00001548518,0.00003369757,0.0000402759,0.00004501808],"domain_scores_gemma":[0.9996809,0.0000351488,0.000173021,0.00001552066,0.0000339535,0.00006142975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006475457,0.00002833301,0.9302468,0.00005747065,0.00004495943,0.000528099,0.0001087042,0.00016615,0.05886712,0.00003589989,0.0001601737,0.009108813],"study_design_scores_gemma":[0.000006566409,0.0001309499,0.9899164,0.000006459239,0.00003447798,0.001885532,0.000152449,0.0002870803,0.007042513,0.00004552375,0.0004889062,0.000003209057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998976,0.0004017793,0.0001991352,0.00001345656,0.00000150529,0.000006243063,0.0002715875,0.000008649913,0.0001216205],"genre_scores_gemma":[0.9983645,0.0002507978,0.0004075796,0.00001225937,0.0000061327,0.00001533631,0.0008576585,0.000005865049,0.00007990578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001052222,"threshold_uncertainty_score":0.001934528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04393065785903776,"score_gpt":0.3982926014638596,"score_spread":0.3543619436048218,"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."}}