{"id":"W4319461436","doi":"10.1016/j.cllc.2023.01.009","title":"A Multicenter Retrospective Chart Review of Clinical Outcomes Among Patients With KRAS G12C Mutant Non–Small Cell Lung Cancer","year":2023,"lang":"en","type":"article","venue":"Clinical Lung Cancer","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Princess Margaret Cancer Centre","funders":"National Cancer Institute; Genentech; Helsinn; Eisai; National Comprehensive Cancer Network; Apollomics; BeiGene; Sanofi; Daiichi-Sankyo; Amgen; Pfizer; EMD Serono; Mersana Therapeutics; AstraZeneca; Eli Lilly and Company","keywords":"Medicine; Lung cancer; KRAS; Retrospective cohort study; Oncology; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00074338,0.0003925786,0.001753617,0.0001001294,0.00009907053,0.00001539182,0.0002034948,0.0002347314,0.0009010158],"category_scores_gemma":[0.0005264204,0.0002551094,0.0007026513,0.0005759014,0.0003028343,0.000122328,0.0001163,0.0006199935,0.00003972674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003860887,"about_ca_system_score_gemma":0.0008287216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006364279,"about_ca_topic_score_gemma":0.0004974632,"domain_scores_codex":[0.995972,0.0001581136,0.001861326,0.0008679315,0.0006127754,0.0005278217],"domain_scores_gemma":[0.9966675,0.000535408,0.0008517859,0.0007045938,0.0007977286,0.0004429703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003573124,0.0008987728,0.9734946,0.002991718,0.00158019,0.00003797045,0.0001805618,0.000006432301,0.000002131296,0.000004924254,0.01808108,0.00236428],"study_design_scores_gemma":[0.009414587,0.0005303762,0.9729557,0.01006017,0.003909441,3.485299e-7,0.00003728155,0.000564111,0.00002337859,0.00000284595,0.002224302,0.0002774221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836257,0.005785837,0.00002606769,0.001775183,0.002185875,0.003899262,0.0004917617,0.0001318469,0.002078492],"genre_scores_gemma":[0.9515986,0.03625576,0.0002972353,0.004761337,0.0006375948,0.001105447,0.0002112737,0.0001132621,0.005019486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03202707,"threshold_uncertainty_score":0.9999901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03211703283370258,"score_gpt":0.439156164387392,"score_spread":0.4070391315536894,"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."}}