{"id":"W3109841362","doi":"10.1016/j.cllc.2020.11.005","title":"Survival Trends of Metastatic Lung Cancer in California by Age at Diagnosis, Gender, Race/Ethnicity, and Histology, 1990-2014","year":2020,"lang":"en","type":"article","venue":"Clinical Lung Cancer","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Center for Chronic Disease Prevention and Health Promotion; Eurostars; University of California, San Francisco; Centers for Disease Control and Prevention; Comprehensive Cancer Center, University of California, Davis; Foundation Medicine; University of California; Cancer Registry of Greater California; University of Southern California; National Cancer Institute; Illinois Department of Public Health; Tempus; California Department of Public Health; Public Health Institute; Merck; Research and Development Corporation of Newfoundland and Labrador; Pfizer; Eli Lilly and Company","keywords":"Medicine; Lung cancer; Race (biology); Ethnic group; Histology; Oncology; Internal medicine; Gerontology; Demography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002821432,0.0002560462,0.00100471,0.00008283073,0.00006507237,0.000009118346,0.0001165504,0.0001569871,0.001664501],"category_scores_gemma":[0.0001793215,0.0002101454,0.0001957243,0.0003076418,0.0003193599,0.00005947635,0.0001204924,0.0003516746,0.000006379023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005032038,"about_ca_system_score_gemma":0.0002933339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002434078,"about_ca_topic_score_gemma":0.003682721,"domain_scores_codex":[0.9977075,0.0001957266,0.0008723057,0.0006006663,0.0002703294,0.0003534118],"domain_scores_gemma":[0.9984812,0.0005291938,0.0002744288,0.0002496172,0.00006618998,0.0003993352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003854132,0.0003091751,0.8491516,0.000413485,0.0007598978,0.00008093506,0.0005276725,0.00004609895,0.0001401876,0.00003379657,0.1372182,0.01093359],"study_design_scores_gemma":[0.01720939,0.0007695527,0.8251389,0.0004802071,0.006346395,0.00001115741,0.0001623794,0.005276512,0.0003730826,0.00005312314,0.143506,0.0006734004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8430796,0.1297706,0.0001481887,0.01985221,0.001176717,0.001110257,0.002827037,0.00008712326,0.001948232],"genre_scores_gemma":[0.9764524,0.01804079,0.0002272258,0.002965995,0.0002578594,0.0005025464,0.0002065653,0.00005221618,0.001294387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1333728,"threshold_uncertainty_score":0.9992481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06266566209702124,"score_gpt":0.4391715871590069,"score_spread":0.3765059250619857,"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."}}