{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002813125,0.0001996233,0.0002403251,0.001093227,0.0002655448,0.0004776644,0.0002082408,0.0002058458,0.00222776],"category_scores_gemma":[0.0008296975,0.00009329456,0.0003087888,0.001059276,0.0001887235,0.0001763146,0.0005204905,0.0002730044,0.0007391076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003928197,"about_ca_system_score_gemma":0.0003664437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002236416,"about_ca_topic_score_gemma":0.003797261,"domain_scores_codex":[0.9997088,0.00003277723,0.00002097042,0.0001143178,0.00007005658,0.00005301226],"domain_scores_gemma":[0.9995607,0.0001382339,0.0001178109,0.0000391182,0.00009751308,0.0000467204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001507384,0.00007351912,0.5692535,0.001472553,0.0004049784,0.001154442,0.000736354,0.005141484,0.2822446,0.001534331,0.02173828,0.1147385],"study_design_scores_gemma":[0.00003788879,0.0001846817,0.8655208,0.0001696318,0.0002678676,0.002436141,0.0007563441,0.006367601,0.04142951,0.001950975,0.08083565,0.00004298184],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.85862,0.003430595,0.007137766,0.0003901967,0.00005941403,0.00007463526,0.1258847,0.0003381433,0.004064495],"genre_scores_gemma":[0.8044726,0.002400373,0.0126539,0.0004794315,0.00005241477,0.0002565374,0.1770032,0.0002500998,0.002431368],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.002236416,"threshold_uncertainty_score":0.007452607,"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."}}