{"id":"W2923839935","doi":"10.1016/j.ctarc.2019.100130","title":"Inpatients versus outpatients with advanced non-small cell lung cancer: Characteristics and outcomes","year":2019,"lang":"en","type":"article","venue":"Cancer Treatment and Research Communications","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Lung cancer; Medicine; Oncology; Cancer; Internal medicine; Intensive care medicine","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":[0.00007158137,0.0002008376,0.0003252793,0.0001574945,0.0004274209,0.0000535666,0.0001560085,0.00006041757,0.00005789734],"category_scores_gemma":[0.00001258097,0.0001341889,0.00004024278,0.000237384,0.0002069478,0.0001161355,0.0001647556,0.0002025087,0.00001017858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006145209,"about_ca_system_score_gemma":0.0004811981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0013232,"about_ca_topic_score_gemma":0.0005640536,"domain_scores_codex":[0.9988486,0.00006618109,0.0001907985,0.0003212206,0.0002373419,0.0003358876],"domain_scores_gemma":[0.9982514,0.0002377732,0.00008367604,0.0008715814,0.0003264979,0.0002290746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004346911,0.0005782461,0.9582343,0.0001215537,0.000504003,0.000002645635,0.00249122,0.000003788604,0.0001594767,0.00006556133,0.00007530445,0.03732918],"study_design_scores_gemma":[0.02312497,0.0034974,0.9520183,0.000596086,0.0009225876,0.000002539029,0.001613855,0.0007903683,0.0004536142,0.00001203025,0.01665037,0.0003178764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844673,0.006866144,0.000003997772,0.00208473,0.0001369653,0.001961693,0.0001870642,0.00002860753,0.004263512],"genre_scores_gemma":[0.9663943,0.02640471,0.0008261969,0.00006038579,0.00002232495,0.001479587,0.0002215858,0.00003128954,0.004559625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0370113,"threshold_uncertainty_score":0.5472065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05110338601649862,"score_gpt":0.4221487857665949,"score_spread":0.3710453997500963,"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."}}