{"id":"W2987040069","doi":"10.3390/cancers11111713","title":"The Lung Immune Prognostic Index Discriminates Survival Outcomes in Patients with Solid Tumors Treated with Immune Checkpoint Inhibitors","year":2019,"lang":"en","type":"article","venue":"Cancers","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Northern Alberta Institute of Technology; University of Calgary","funders":"","keywords":"Medicine; Hazard ratio; Internal medicine; Cohort; Retrospective cohort study; Lung cancer; Oncology; Immune system; Gastroenterology; Confidence interval; Immunology","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":[0.0002495408,0.0003209005,0.0005955894,0.000123264,0.0001199479,0.00004648868,0.0001753241,0.0000776427,0.00005760237],"category_scores_gemma":[0.00003604933,0.0001726355,0.0001254333,0.0004684575,0.0002872659,0.0001316289,0.00003769865,0.0002891089,0.000007556515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00131836,"about_ca_system_score_gemma":0.0005261134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003263899,"about_ca_topic_score_gemma":0.0005046193,"domain_scores_codex":[0.9981042,0.00005451388,0.0005188412,0.0003594596,0.0004482242,0.0005148316],"domain_scores_gemma":[0.9989571,0.0001065005,0.0002518828,0.0004742133,0.0001250127,0.00008530007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0086227,0.00008554858,0.9867962,0.00009013015,0.000379369,0.00001447408,0.0004961725,0.00008363953,0.0008449403,0.000004895317,0.00003243905,0.002549469],"study_design_scores_gemma":[0.01030763,0.001279282,0.981989,0.0007937822,0.00009694192,0.000003685265,0.001243282,0.0001503035,0.003678718,0.000002418836,0.000164859,0.0002900906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959202,0.001082488,0.000002721551,0.0004117463,0.0003318239,0.001629879,0.00001175829,0.00005594555,0.0005533824],"genre_scores_gemma":[0.9986358,0.00007517879,0.00001109148,0.00007234459,0.00003110896,0.0001369837,0.00005318596,0.00006014381,0.0009241657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004807213,"threshold_uncertainty_score":0.7039872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006033555498873084,"score_gpt":0.2360879251315071,"score_spread":0.230054369632634,"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."}}