{"id":"W2809594451","doi":"10.1093/neuonc/noy059.199","title":"EMBR-15. DIAGNOSTIC RE-EVALUATION AND POOLED CLINICAL DATA ANALYSIS OF PATIENTS WITH PREVIOUS DIAGNOSIS OF CNS-PNET","year":2018,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Oncology; Internal medicine; DNA methylation; Disease; Glioma; Pathology; Cancer research; Biology; 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":[0.0006946943,0.0001740894,0.0009966318,0.0002918377,0.00004101806,0.000005981936,0.0001721576,0.0001574398,0.0003295582],"category_scores_gemma":[0.004208641,0.0001270624,0.000101943,0.0006076511,0.0003689582,0.00007425646,0.0001932101,0.0001236111,0.000007833804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005657043,"about_ca_system_score_gemma":0.0001879374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007621889,"about_ca_topic_score_gemma":0.0004740215,"domain_scores_codex":[0.9975674,0.0004684961,0.0007415951,0.0005885003,0.0004318652,0.0002021975],"domain_scores_gemma":[0.9941567,0.003614469,0.0005351961,0.0009819425,0.000552788,0.0001588767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004162707,0.003010079,0.943752,0.00003237481,0.001636729,0.00002938359,0.0001309421,0.000008567648,0.0001766548,0.000009830035,0.002914991,0.0478822],"study_design_scores_gemma":[0.006487818,0.00849084,0.9609262,0.00005415586,0.01823609,0.000003198385,0.00003038742,0.001276469,0.001088877,0.00001404594,0.00329829,0.00009366852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99703,0.0004625687,0.00001314433,0.0007632913,0.0001767769,0.001062377,0.0001981075,0.00001460755,0.0002791256],"genre_scores_gemma":[0.9975011,0.0007212777,0.0003938848,0.000537075,0.0000887801,0.0001186898,0.0006189346,0.00001893169,0.000001352041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04778853,"threshold_uncertainty_score":0.5181455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0650480438436011,"score_gpt":0.3876435477530053,"score_spread":0.3225955039094042,"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."}}