{"id":"W3039747873","doi":"10.2217/fon-2020-0248","title":"Real-world effectiveness of nivolumab in patients with non-small-cell lung cancer: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Future Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Nivolumab; Meta-analysis; Lung cancer; Oncology; Internal medicine; Systematic review; MEDLINE; Intensive care medicine; Cancer; Immunotherapy","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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0008190941,0.0005198166,0.01540072,0.0004641303,0.00002499747,0.000006300362,0.0001930464,0.0003186676,0.0001732246],"category_scores_gemma":[0.00002107813,0.0002949118,0.001577169,0.002106015,0.00007129652,0.00002499455,0.00005440998,0.0004414673,0.000001716001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007631356,"about_ca_system_score_gemma":0.0008804229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006222778,"about_ca_topic_score_gemma":0.001461585,"domain_scores_codex":[0.996492,0.001254189,0.001207851,0.0005761893,0.0002343241,0.0002354743],"domain_scores_gemma":[0.9975032,0.0004003554,0.001307116,0.0005366925,0.000151378,0.0001012137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000413557,0.0001570418,0.0003268685,0.8643276,0.1309839,0.00003323517,0.00004418462,9.714994e-8,1.502681e-7,0.000002067955,0.0001228022,0.003588508],"study_design_scores_gemma":[0.002023298,0.0007139416,0.0006072711,0.09817518,0.8443317,0.000007769431,0.000008904536,7.337133e-7,4.034143e-7,1.604824e-7,0.0538879,0.0002427781],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002992859,0.9909628,0.00000409244,0.0001432384,0.00008695137,0.008181556,0.0001288156,0.00001264929,0.0004499469],"genre_scores_gemma":[0.00005702478,0.997223,0.0001013849,0.0002706855,0.00005250004,0.001847713,0.0001718527,0.00004950423,0.0002262877],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7661524,"threshold_uncertainty_score":0.9999503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223613271849491,"score_gpt":0.3398117127824406,"score_spread":0.3175755800639457,"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."}}