{"id":"W4394172097","doi":"10.6084/m9.figshare.20315896","title":"Additional file 2 of Tumor antigens and immune subtypes of glioblastoma: the fundamentals of mRNA vaccine and individualized immunotherapy development","year":2022,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Immunotherapy; Glioblastoma; Immune system; Antigen; Messenger RNA; Immunology; Tumor associated antigen; Biology; Medicine; Cancer research; Gene; Genetics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00127771,0.001514448,0.001626447,0.00180533,0.0006878918,0.002079134,0.001915046,0.002046029,0.3653644],"category_scores_gemma":[0.01192527,0.0006050201,0.001376215,0.003129086,0.0003380605,0.001233498,0.001128993,0.001590089,0.08414628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357515,"about_ca_system_score_gemma":0.002174455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009527677,"about_ca_topic_score_gemma":0.02051229,"domain_scores_codex":[0.9992675,0.0001079399,0.0001134238,0.0002740337,0.0001245813,0.0001124757],"domain_scores_gemma":[0.9951876,0.002982089,0.0004185427,0.000494872,0.0006547486,0.000262029],"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":[0.0003949,0.00007195892,0.0038136,0.003686886,0.000115958,0.00006457361,0.00003179535,0.0007147657,0.0002262141,0.0005294036,0.9850255,0.005324435],"study_design_scores_gemma":[0.005094839,0.0002257398,0.02722273,0.002675872,0.0004014445,0.0004642962,0.0001667775,0.002203214,0.001156767,0.00669846,0.9535872,0.0001026662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008345747,0.0000343688,0.00004934878,0.00004093355,0.000008320843,0.00001479128,0.9995395,0.00005892616,0.0001703716],"genre_scores_gemma":[0.001240984,0.000075434,0.0004488352,0.0001451472,0.00002015866,0.000259951,0.9968084,0.0000672224,0.0009338186],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3653644,"threshold_uncertainty_score":0.9052307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01406044789202932,"score_gpt":0.2608238197487939,"score_spread":0.2467633718567646,"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."}}