{"id":"W2084895452","doi":"10.1038/nm.3397","title":"Detecting and targeting tumor relapse by its resistance to innate effectors at early recurrence","year":2013,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Immune cells in cancer","field":"Immunology and Microbiology","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Oncolytics Biotech (Canada)","funders":"National Cancer Institute; National Institute for Health and Care Research; Cancer Research UK","keywords":"Innate immune system; Medicine; Phenotype; Effector; Disease; Cancer; Minimal residual disease; Immunology; Primary tumor; Immune system; Oncology; Cancer research; Internal medicine; Biology; Gene; Metastasis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005267111,0.0002304318,0.000340447,0.0001037117,0.0002470778,0.00000916335,0.000232879,0.0003695617,0.0006286674],"category_scores_gemma":[0.001939103,0.0001766428,0.00002568425,0.0002921285,0.0001925115,0.00009336219,0.0001586091,0.001269621,0.0004208556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000112617,"about_ca_system_score_gemma":0.00001594202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007965873,"about_ca_topic_score_gemma":0.00002349342,"domain_scores_codex":[0.9985511,0.0001780103,0.0003027493,0.0004427731,0.0000781056,0.0004472834],"domain_scores_gemma":[0.9989278,0.0004636769,0.0001498393,0.0002510608,0.0001540547,0.00005358577],"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":[0.0001066882,0.000007124996,0.002088861,0.00006237974,0.00002920075,0.000005449112,0.0007329762,1.650236e-7,0.8435113,0.00001988921,0.1511128,0.002323251],"study_design_scores_gemma":[0.00154197,0.0003213915,0.009980541,0.0006523274,0.00003423438,0.00003371347,0.000109054,0.000001439523,0.7476815,0.00005832133,0.239273,0.0003124685],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8819185,0.1120378,0.0000121704,0.001898623,0.002484558,0.0004614794,0.000007404398,0.00007273044,0.001106796],"genre_scores_gemma":[0.9882421,0.0001675524,0.0001303331,0.00135591,0.00011011,0.00005926333,0.00002463644,0.00002747833,0.009882573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1118702,"threshold_uncertainty_score":0.7203284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003709645495118865,"score_gpt":0.2292101390612009,"score_spread":0.225500493566082,"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."}}