{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008898022,0.0001193523,0.000592913,0.0001117624,0.0000794662,0.00002774222,0.00007632398,0.0001571543,0.0007690882],"category_scores_gemma":[0.0002141163,0.00007062453,0.000304536,0.0001372011,0.00005017968,0.0001429955,0.00001541268,0.0004052837,0.000008933849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002816678,"about_ca_system_score_gemma":0.003518484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005073544,"about_ca_topic_score_gemma":0.00008248048,"domain_scores_codex":[0.998261,0.0000758967,0.001122905,0.0001868809,0.0001886369,0.0001647274],"domain_scores_gemma":[0.9973354,0.001370746,0.0004580581,0.0001162574,0.0005279193,0.0001916473],"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":[0.00596013,0.003524135,0.1370521,0.0005043941,0.00487105,0.001225054,0.002345513,0.002321599,0.001114229,0.0002470284,0.5874888,0.253346],"study_design_scores_gemma":[0.009052144,0.0113279,0.02152126,0.0007483049,0.001680968,0.00005327489,0.0003027716,0.007717442,0.0001286996,0.00003763788,0.9473042,0.0001253223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8977576,0.01569549,0.03055329,0.03763621,0.007464339,0.001690549,0.0000850705,0.00004136259,0.009076064],"genre_scores_gemma":[0.8618705,0.01231013,0.06091879,0.00972618,0.006178436,0.0001297573,0.00003316147,0.00008916509,0.04874383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3598155,"threshold_uncertainty_score":0.8420976,"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."}}