{"id":"W1977294069","doi":"10.5732/cjc.011.10129","title":"Molecular genetics of ependymoma","year":2011,"lang":"en","type":"review","venue":"Chinese Journal of Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Ependymoma; Biology; Carcinogenesis; Disease; Bioinformatics; Transcriptome; Computational biology; Genetics; Cancer; Pathology; Medicine; Gene; Gene expression","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":[0.0001122655,0.0002982474,0.002168177,0.0002626216,0.00001098209,0.000005494065,0.0001614238,0.0001563053,0.0003192347],"category_scores_gemma":[0.00004725625,0.000153029,0.001094586,0.0002231691,0.00003851777,0.00002329737,0.00003291485,0.0002677389,0.000006998503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001098307,"about_ca_system_score_gemma":0.0005478226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001935916,"about_ca_topic_score_gemma":0.000004491913,"domain_scores_codex":[0.9985746,0.00004148368,0.0008444353,0.0001160523,0.0002888928,0.0001345103],"domain_scores_gemma":[0.9980283,0.00004341864,0.001186988,0.0002682178,0.000307914,0.0001651762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002867811,0.0003177992,0.001243018,0.006683667,0.001941972,0.001528839,0.00003953722,0.000002590191,0.00001466707,0.00002772929,0.0004867782,0.9876847],"study_design_scores_gemma":[0.001231668,0.0004471056,0.001237621,0.02395605,0.007640831,0.002300621,0.000002089915,9.171067e-7,0.0001886393,0.0001167636,0.9627085,0.0001691517],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007171603,0.9914472,0.000005298372,0.00003297863,0.0004393324,0.0002500498,0.00002197656,0.000002434527,0.0006291274],"genre_scores_gemma":[0.00282015,0.9964402,0.0002520512,0.00003328608,0.0003590483,0.0000156543,0.000004567974,0.0000464361,0.00002860601],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9875156,"threshold_uncertainty_score":0.6240343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04079606749460562,"score_gpt":0.3885199537263592,"score_spread":0.3477238862317536,"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."}}