{"id":"W7074020221","doi":"","title":"Implementation of DNA Methylation Array Profiling in Pediatric Central Nervous System Tumors:The AIM BRAIN Project: An Australian and New Zealand Children's Haematology/Oncology Group Study","year":2023,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Central nervous system; DNA methylation; Profiling (computer programming); DNA; Nervous system; Gene expression profiling","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":[0.003276292,0.0005376606,0.0005179541,0.0007402129,0.0009326618,0.001107018,0.001354116,0.0008344408,0.0005376688],"category_scores_gemma":[0.00473786,0.0007241691,0.0005964365,0.001417378,0.0008977464,0.0006332935,0.001876149,0.001063791,0.0002568431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002887959,"about_ca_system_score_gemma":0.004844138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1308676,"about_ca_topic_score_gemma":0.1487967,"domain_scores_codex":[0.9975089,0.000837596,0.0001481986,0.0003825497,0.0007618261,0.0003608849],"domain_scores_gemma":[0.9970499,0.0003242163,0.0008224915,0.0003888581,0.0008116086,0.0006029196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003155652,0.0004220729,0.9863072,0.00003184076,0.0001005779,0.000278286,0.002731123,0.000191796,0.001435783,0.0001423835,0.0005905777,0.007452801],"study_design_scores_gemma":[0.00002401162,0.0003606729,0.9973444,0.00001069351,0.00004632644,0.0001815042,0.0009065957,0.0001545973,0.0003197982,0.00002803681,0.0006152423,0.000008149574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977341,0.00006230608,0.0003169362,0.0001442819,0.00000381313,0.0001299341,0.0008433106,0.000007447279,0.0007579086],"genre_scores_gemma":[0.995694,0.0002190335,0.001374434,0.0001367985,0.00000854105,0.000363499,0.001357983,0.00001999872,0.000825647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1308676,"threshold_uncertainty_score":0.2602116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06477432075993968,"score_gpt":0.3347850634748681,"score_spread":0.2700107427149285,"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."}}