{"id":"W4362676637","doi":"10.1200/jco.23.00281","title":"Therapy for Stage IV Non–Small-Cell Lung Cancer With Driver Alterations: ASCO Living Guideline, Version 2023.1","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Guideline; Oncology; Lung cancer; Stage (stratigraphy); Internal medicine; Pathology","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":[0.001829134,0.0003771114,0.00063567,0.001714032,0.0005098904,0.001121391,0.001039988,0.001704112,0.01257119],"category_scores_gemma":[0.007507717,0.0002462394,0.001077867,0.001334783,0.0003001032,0.0007977784,0.0008171402,0.002165605,0.009732882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001393748,"about_ca_system_score_gemma":0.004185901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01374838,"about_ca_topic_score_gemma":0.05357582,"domain_scores_codex":[0.9984528,0.0003537645,0.0002722911,0.00007192297,0.0007094557,0.0001396838],"domain_scores_gemma":[0.9972549,0.0005900807,0.000404353,0.0001001656,0.001348451,0.0003020707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002546772,0.00003685956,0.00106641,0.0006146823,0.00003027269,0.00008909577,0.00003013693,0.0001820385,0.0004443403,0.0007930553,0.9243352,0.07235246],"study_design_scores_gemma":[0.0001046879,0.00005835266,0.006645197,0.003041058,0.00008629369,0.0007141422,0.0000524074,0.0002996412,0.0004451791,0.001806018,0.986721,0.00002598968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01361883,0.1414914,0.03052288,0.1642722,0.01647492,0.007767481,0.1478909,0.004122682,0.4738389],"genre_scores_gemma":[0.08914176,0.1829312,0.08940131,0.1416292,0.007322643,0.008120944,0.2780178,0.00208199,0.201353],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01374838,"threshold_uncertainty_score":0.04205483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08184180362781925,"score_gpt":0.507410448665457,"score_spread":0.4255686450376378,"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."}}