{"id":"W4212829041","doi":"10.1158/1078-0432.ccr-16-0732","title":"CD103 and Intratumoral Immune Response in Breast Cancer","year":2016,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia; BC Cancer Agency","funders":"Canadian Cancer Society Research Institute","keywords":"Medicine; Breast cancer; Tumor-infiltrating lymphocytes; Internal medicine; CD8; Cancer; Context (archaeology); Immune system; Oncology; Basal (medicine); Confidence interval; Gastroenterology; Immunotherapy; Immunology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005728413,0.000136695,0.0004187247,0.0002211925,0.00008217259,0.0000290193,0.0001732808,0.0001855063,0.001932212],"category_scores_gemma":[0.0004772131,0.00008393573,0.000114075,0.0005535786,0.001078333,0.0001019035,0.0001288264,0.0006685374,0.00003307473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004376222,"about_ca_system_score_gemma":0.001130634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002476382,"about_ca_topic_score_gemma":0.0003123626,"domain_scores_codex":[0.9970666,0.0007277969,0.0006202589,0.0004949135,0.0005000258,0.0005903857],"domain_scores_gemma":[0.9978974,0.001127625,0.0000605738,0.0004108456,0.0002422796,0.000261273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1427035,0.0002592583,0.4245318,0.00006598163,0.0001024292,0.0001451239,0.0001122687,9.88145e-8,0.08437802,0.00003907121,0.007394701,0.3402678],"study_design_scores_gemma":[0.007175568,0.0006653841,0.9672217,0.000830381,0.00001145482,0.00003937656,0.00006049603,0.000007868451,0.001282808,0.00011281,0.02246169,0.0001304776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9198664,0.005530067,0.000001827434,0.07358821,0.0003060327,0.0003996433,0.00006106246,0.00002386264,0.0002228493],"genre_scores_gemma":[0.975889,0.01943288,0.00002313584,0.0007578408,0.0004496924,0.0001958113,0.000001201509,0.00002805115,0.00322234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5426899,"threshold_uncertainty_score":0.9989802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1560540773798797,"score_gpt":0.5203377031857345,"score_spread":0.3642836258058547,"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."}}