{"id":"W2946397648","doi":"10.1016/j.lungcan.2019.05.005","title":"Pembrolizumab for advanced nonsmall cell lung cancer: Efficacy and safety in everyday clinical practice","year":2019,"lang":"en","type":"article","venue":"Lung Cancer","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"BC Cancer Foundation","keywords":"Medicine; Pembrolizumab; Clinical Practice; Oncology; Lung cancer; Internal medicine; Intensive care medicine; Cancer; Family medicine; Immunotherapy","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":[],"consensus_categories":[],"category_scores_codex":[0.0005547534,0.0002333591,0.000539505,0.00008518578,0.00006305052,0.00002262536,0.0001165354,0.0001917905,0.0004151429],"category_scores_gemma":[0.0001224232,0.0002047545,0.0001509882,0.000231214,0.0000728618,0.0002146263,0.00004316518,0.0003449187,0.000005196383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005327202,"about_ca_system_score_gemma":0.0006351893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007896633,"about_ca_topic_score_gemma":0.0003673336,"domain_scores_codex":[0.9980994,0.00007956887,0.0005926818,0.0005653325,0.000232981,0.0004300537],"domain_scores_gemma":[0.9984113,0.0007098041,0.0002366099,0.0003700231,0.0001371968,0.0001350472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.177825,0.001099817,0.4955708,0.003219232,0.001189055,0.00005322132,0.002002338,0.0004064187,0.02152143,0.0001501342,0.02558136,0.2713811],"study_design_scores_gemma":[0.06941635,0.001027192,0.2672238,0.001560191,0.0007315897,0.00003232836,0.0002593621,0.004933034,0.001460108,0.000006213755,0.6526971,0.0006527288],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9312025,0.05217066,0.0001480803,0.005021975,0.0021164,0.003358911,0.00008764969,0.00006406461,0.005829819],"genre_scores_gemma":[0.954983,0.02902815,0.001789093,0.005281122,0.0006015413,0.0004823558,0.00003002979,0.00008432096,0.007720362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6271157,"threshold_uncertainty_score":0.8349647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297693003135191,"score_gpt":0.3767882010690081,"score_spread":0.3638112710376562,"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."}}