{"id":"W6907605212","doi":"10.24433/co.0339991.v3","title":"Immunogenomic analysis of pediatric nervous system tumors","year":2023,"lang":"en","type":"other","venue":"Code Ocean","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; BC Cancer Agency; University Health Network","funders":"","keywords":"Immune system; Immunotherapy; Myeloid; Cancer immunotherapy; Tumor microenvironment; Cancer; Immunotoxicology; Cancer vaccine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004254984,0.0005137717,0.001545789,0.004670759,0.00004228092,0.00003041737,0.0008605086,0.000333786,0.000748879],"category_scores_gemma":[0.00005475229,0.0005267312,0.0007451391,0.005051226,0.00007563744,0.00002451326,0.000183591,0.0002358952,0.01113266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000476353,"about_ca_system_score_gemma":0.0001605798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001281147,"about_ca_topic_score_gemma":0.001141978,"domain_scores_codex":[0.9974536,0.000150592,0.0007152762,0.000673753,0.0005226416,0.0004841273],"domain_scores_gemma":[0.9969823,0.00007922205,0.001235482,0.001499055,0.00007502604,0.0001288617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002957169,0.00006483671,0.02054072,0.0009412148,0.008579412,0.0001802371,0.0001679181,0.001095347,0.0001032185,0.0002742421,0.9679357,0.00008761135],"study_design_scores_gemma":[0.006440463,0.0005374377,0.1949857,0.003390827,0.2915152,0.00009752163,0.003715005,0.02448416,0.0002748996,0.00003906539,0.4622697,0.01225005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08781823,0.01833775,0.00005723591,0.000009600617,0.002145994,0.001806443,0.02552275,0.01408155,0.8502204],"genre_scores_gemma":[0.3179337,0.0002720827,0.00009588143,0.000005711472,0.00116832,0.00001319523,0.0008092319,0.01087101,0.6688309],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.505666,"threshold_uncertainty_score":0.9997184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633274235266981,"score_gpt":0.2442377237735945,"score_spread":0.2279049814209247,"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."}}