{"id":"W2100685583","doi":"10.1158/0008-5472.can-08-3385","title":"Neoadjuvant Vaccination Provides Superior Protection against Tumor Relapse following Surgery Compared with Adjuvant Vaccination","year":2009,"lang":"en","type":"article","venue":"Cancer Research","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Cancer Institute; Canadian Institutes of Health Research","keywords":"Medicine; Vaccination; Adjuvant; Neoadjuvant therapy; Immunization; Lymph; Melanoma; Oncology; Immunotherapy; Surgical resection; Vaccine therapy; Antigen; Immunology; Internal medicine; Cancer research; Immune system; Pathology; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001589349,0.000245872,0.0004359783,0.0005844279,0.0008117462,0.00009733694,0.0002606329,0.0001759959,0.0003926365],"category_scores_gemma":[0.0005043596,0.0001981909,0.0001484296,0.0007454938,0.00006816441,0.0005022361,0.00003934251,0.000754165,0.0001251292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004582658,"about_ca_system_score_gemma":0.0005746167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003402283,"about_ca_topic_score_gemma":0.0001003705,"domain_scores_codex":[0.9971523,0.0009841615,0.0004227679,0.0004815486,0.0002149741,0.0007441972],"domain_scores_gemma":[0.9985332,0.0003208184,0.0001328594,0.0004003686,0.0005774589,0.00003530732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00451571,0.0002159172,0.0009774797,0.00004859288,0.000151626,0.00003048156,0.0009682096,0.00006002255,0.8159707,0.00004428605,0.002035453,0.1749816],"study_design_scores_gemma":[0.004327925,0.001292975,0.1144603,0.000599527,0.00003892399,0.00005935505,0.001067921,0.00007998134,0.8338155,0.0001109526,0.04356919,0.0005775359],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829829,0.01313304,0.0001484287,0.001176229,0.0006799131,0.001381261,0.00001037671,0.0001553613,0.0003324437],"genre_scores_gemma":[0.9964318,0.0005728959,0.00002739493,0.0001494654,0.00008449557,0.0004793612,0.00008335572,0.00003611914,0.002135091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.174404,"threshold_uncertainty_score":0.8081991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04751805548350425,"score_gpt":0.3297337685976022,"score_spread":0.2822157131140979,"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."}}