{"id":"W4220928355","doi":"10.1080/13696998.2022.2053403","title":"Total cost of testing for genomic alterations associated with next-generation sequencing versus polymerase chain reaction testing strategies among patients with metastatic non-small cell lung cancer","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Economics","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"Janssen Scientific Affairs","keywords":"Medicine; KRAS; Internal medicine; Oncology; Personalized medicine; Polymerase chain reaction; Genetic testing; Cancer; Bioinformatics; Gene; Genetics; Colorectal cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002455038,0.0005427858,0.0006081107,0.000919704,0.0004388897,0.001530933,0.000830011,0.000929985,0.005306967],"category_scores_gemma":[0.008593046,0.0005262155,0.002046201,0.001466892,0.000399421,0.001405941,0.0007404711,0.0008387507,0.0002367395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006641814,"about_ca_system_score_gemma":0.003224088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03302751,"about_ca_topic_score_gemma":0.02390499,"domain_scores_codex":[0.9979833,0.00112418,0.0000974917,0.000194247,0.0002035604,0.000397267],"domain_scores_gemma":[0.9952867,0.003216723,0.0007781663,0.00006527597,0.0002177638,0.0004353634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001985432,0.0003477778,0.1664063,0.0001978267,0.0006435488,0.0007136624,0.0001159161,0.7994456,0.0004307434,0.004992107,0.002094627,0.02262649],"study_design_scores_gemma":[0.000381905,0.001752852,0.09068041,0.0002165828,0.001056538,0.001435078,0.0006577732,0.895146,0.0006054878,0.005757043,0.00224147,0.00006895053],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979382,0.0008853599,0.007974607,0.002354589,0.00003620321,0.0002470115,0.003460509,0.00004301071,0.005616731],"genre_scores_gemma":[0.9962671,0.0003095719,0.001716671,0.0001523007,0.00001242826,0.00005429891,0.0008154229,0.000006027075,0.0006660971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03302751,"threshold_uncertainty_score":0.06567049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05704098488559464,"score_gpt":0.2991262615221178,"score_spread":0.2420852766365232,"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."}}