{"id":"W2170383249","doi":"10.3389/fonc.2014.00135","title":"How Informative is the Immune Response Against Surrogate Tumor Antigens to Assess Antitumor Immunity?","year":2014,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Institut National de la Recherche Scientifique","funders":"Canadian Institutes of Health Research; Fondation Jean-Louis Lévesque","keywords":"Immunotherapy; Immunity; Immune system; Medicine; Antigen; Tumor associated antigen; Immunology; Cancer immunotherapy; Tumor immunology; Cancer; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008422191,0.0009840708,0.001783398,0.00140041,0.0003858016,0.003127168,0.0006336765,0.002778486,0.004701685],"category_scores_gemma":[0.009403622,0.0002450628,0.0005542857,0.0006501216,0.001569099,0.001961333,0.0007175342,0.00304019,0.002085407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005887061,"about_ca_system_score_gemma":0.0003914116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001173312,"about_ca_topic_score_gemma":0.0001255394,"domain_scores_codex":[0.9970475,0.001695173,0.0001597824,0.0003730648,0.000515648,0.0002089591],"domain_scores_gemma":[0.9949813,0.002790896,0.0006611718,0.0002297559,0.0008641797,0.0004726852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002386405,0.0004687248,0.08391225,0.002732555,0.0006509884,0.0009667602,0.0003689956,0.002517481,0.2941024,0.0092496,0.0200999,0.5825439],"study_design_scores_gemma":[0.0003715208,0.009845044,0.1989772,0.00416238,0.002301343,0.02640123,0.00535657,0.01533345,0.4362412,0.0807719,0.2197159,0.0005222188],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4659492,0.3021482,0.1047587,0.06863008,0.01077824,0.0003549112,0.001445385,0.0007266031,0.04520857],"genre_scores_gemma":[0.8691574,0.07463507,0.01968334,0.01549186,0.00961304,0.0003108448,0.0007910035,0.0001601678,0.0101572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008422191,"threshold_uncertainty_score":0.04454136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690061302055455,"score_gpt":0.269340164188631,"score_spread":0.2524395511680765,"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."}}