{"id":"W2616513983","doi":"10.1016/j.jtho.2017.04.008","title":"Immune Signatures of Non–Small Cell Lung Cancer","year":2017,"lang":"en","type":"letter","venue":"Journal of Thoracic Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Pembrolizumab; Medicine; Nivolumab; Atezolizumab; Oncology; Lung cancer; Internal medicine; Immunotherapy; Chemotherapy; PD-L1; Cancer","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":[0.0006218893,0.0002546534,0.0005354061,0.0003308494,0.0006962051,0.0009893888,0.0004277042,0.004042109,0.002639243],"category_scores_gemma":[0.004323912,0.0001890931,0.0003378214,0.0001945397,0.0006474063,0.0008988809,0.0004306324,0.004149585,0.001449327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007788456,"about_ca_system_score_gemma":0.0004736057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004284712,"about_ca_topic_score_gemma":0.0007062504,"domain_scores_codex":[0.9994988,0.000166814,0.00005946371,0.00004860939,0.0001170299,0.0001092381],"domain_scores_gemma":[0.9987198,0.0007543794,0.00006985058,0.00008009936,0.0002119049,0.0001639548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001393939,0.000430121,0.05292189,0.000374471,0.00008094538,0.1566267,0.0005414967,0.0006125268,0.01134082,0.008284776,0.63368,0.1337124],"study_design_scores_gemma":[0.0007406677,0.0008909203,0.0502515,0.0005595622,0.0002224299,0.2161632,0.001676321,0.007592912,0.00646355,0.02928136,0.6860691,0.00008847583],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1075332,0.009588954,0.001160934,0.8139756,0.02909352,0.000113275,0.0003015759,0.0001495172,0.0380835],"genre_scores_gemma":[0.5735375,0.006325516,0.001700101,0.2900659,0.1098381,0.0001590241,0.0002861246,0.0000601015,0.0180275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004042109,"threshold_uncertainty_score":0.008829117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078147109960025,"score_gpt":0.3932704617069904,"score_spread":0.3724889906073902,"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."}}