{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004801965,0.0002982879,0.0005116711,0.000481322,0.0001840499,0.0007982103,0.0003133699,0.0005030504,0.001709614],"category_scores_gemma":[0.0006106886,0.0001911065,0.000248051,0.0001937105,0.0002527946,0.0005038915,0.0002784716,0.001025644,0.0004761985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003620041,"about_ca_system_score_gemma":0.0002406426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003194313,"about_ca_topic_score_gemma":0.0005586447,"domain_scores_codex":[0.9997457,0.00005312282,0.00001464584,0.00005287697,0.0000499456,0.00008377622],"domain_scores_gemma":[0.9997517,0.00005444115,0.00007909078,0.0000273406,0.00004273612,0.00004454974],"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":[0.002625347,0.0005010127,0.05525864,0.0004024393,0.00008257259,0.0004056168,0.0002200124,0.001575012,0.7538604,0.001611903,0.003046865,0.1804101],"study_design_scores_gemma":[0.0002452363,0.005837755,0.1318447,0.0001470507,0.000648197,0.004150399,0.0005748444,0.02048435,0.804489,0.00308524,0.02842502,0.00006822707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781449,0.008534138,0.007202805,0.0007876802,0.0001452104,0.0001255764,0.0001889704,0.0003243299,0.004546419],"genre_scores_gemma":[0.9949977,0.001187938,0.001775519,0.0002173637,0.00007592468,0.0000490745,0.0001181949,0.00002160123,0.00155671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001709614,"threshold_uncertainty_score":0.005719244,"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."}}