{"id":"W4399153733","doi":"10.1200/jco.24.00762","title":"Therapy for Stage IV Non–Small Cell Lung Cancer With Driver Alterations: ASCO Living Guideline, Version 2024.1","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Guideline; Medicine; Clinical Practice; Family medicine; Schedule; Stage (stratigraphy); Clinical Oncology; Cancer; Pathology; Internal medicine","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":[0.002178833,0.0003914481,0.0006692133,0.001947264,0.000530068,0.001230809,0.001178924,0.001857019,0.01344581],"category_scores_gemma":[0.00905481,0.0002780434,0.001175626,0.001451156,0.0003211609,0.0008889155,0.0009363287,0.002242356,0.01038285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001515205,"about_ca_system_score_gemma":0.004679515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01522633,"about_ca_topic_score_gemma":0.05671157,"domain_scores_codex":[0.9981378,0.0004357454,0.0003465016,0.00008252077,0.0008335621,0.000163906],"domain_scores_gemma":[0.9965724,0.0006993209,0.0005091017,0.0001244578,0.001746997,0.0003477779],"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":[0.00002539918,0.00003784939,0.001110006,0.0006685458,0.00003238125,0.00008612925,0.0000325576,0.0001883185,0.0004195581,0.0008033486,0.9246951,0.07190084],"study_design_scores_gemma":[0.0001057612,0.00005801348,0.006473383,0.003287368,0.00009314918,0.0006244601,0.00005729475,0.0003000859,0.0004239195,0.001757199,0.9867918,0.00002740744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01352784,0.1268564,0.03253615,0.1694445,0.0169024,0.008639222,0.1577747,0.004616581,0.4697022],"genre_scores_gemma":[0.07915729,0.1608061,0.09917272,0.137808,0.00694873,0.009002982,0.2934043,0.002242591,0.2114574],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01522633,"threshold_uncertainty_score":0.04498065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06257167324106218,"score_gpt":0.5001184062087508,"score_spread":0.4375467329676886,"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."}}