{"id":"W4388464484","doi":"10.1002/cncr.35094","title":"Association between treatment and improvements in overall survival of patients with advanced/metastatic non–small cell lung cancer since 2011: A study in the United States, Canada, and Germany using retrospective real‐world databases","year":2023,"lang":"en","type":"article","venue":"Cancer","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Roche (Canada); University of Calgary","funders":"F. Hoffmann-La Roche","keywords":"Medicine; Lung cancer; Cancer; Retrospective cohort study; Internal medicine; Demography; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00138241,0.0002682561,0.0004340585,0.002227724,0.0007003496,0.001356086,0.0008079793,0.0003745945,0.0006328195],"category_scores_gemma":[0.004689722,0.0002478359,0.0007948047,0.006565758,0.0004565393,0.0004546528,0.0007458594,0.0005275506,0.00008115045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007281184,"about_ca_system_score_gemma":0.007489615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8281264,"about_ca_topic_score_gemma":0.8554786,"domain_scores_codex":[0.9981651,0.0002585327,0.0002652855,0.0003412589,0.0005577855,0.0004121384],"domain_scores_gemma":[0.9951038,0.0005188846,0.00229735,0.0002366446,0.001359955,0.0004833465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003216603,0.00000547966,0.9987794,0.00001642091,0.00009729238,0.00001844744,0.00002999866,0.00006753419,0.00001196467,0.00001759099,0.0002400372,0.0006837098],"study_design_scores_gemma":[0.000004277519,0.000007051918,0.9990367,0.00002230136,0.00005671238,0.00005771556,0.0001612496,0.000217901,0.00002538999,0.00000655385,0.0003998788,0.000004290993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841729,0.002307416,0.0001228316,0.0003225553,0.0000139642,0.00003173713,0.01196896,0.000008817336,0.001050707],"genre_scores_gemma":[0.9927711,0.0007977693,0.0001274704,0.0001041407,0.000008043089,0.00001477884,0.006091629,0.000002678687,0.00008246867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1718736,"threshold_uncertainty_score":0.3457716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02320758261329334,"score_gpt":0.3311146398910346,"score_spread":0.3079070572777412,"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."}}