{"id":"W4303629062","doi":"10.3390/curroncol29100567","title":"Prevalence, Treatment Patterns, and Outcomes of Individuals with EGFR Positive Metastatic Non-Small Cell Lung Cancer in a Canadian Real-World Setting: A Comparison of Exon 19 Deletion, L858R, and Exon 20 Insertion EGFR Mutation Carriers","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Calgary","funders":"","keywords":"Gefitinib; Medicine; Afatinib; Exon; Internal medicine; Oncology; Lung cancer; Targeted therapy; Mutation; T790M; Epidermal growth factor receptor; Cancer; Genetics; Gene; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001011967,0.0003935379,0.0003694903,0.00142368,0.001244633,0.001192545,0.001393503,0.0007261985,0.001375949],"category_scores_gemma":[0.002807781,0.0003607998,0.0007704933,0.003372616,0.0008252815,0.0004830672,0.0009312992,0.0007447717,0.0001412008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01665312,"about_ca_system_score_gemma":0.01214494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9716366,"about_ca_topic_score_gemma":0.9762769,"domain_scores_codex":[0.9985816,0.0001398557,0.0001166358,0.0002702786,0.0004414635,0.0004500723],"domain_scores_gemma":[0.9975254,0.000200268,0.0007914872,0.0001023858,0.0007098012,0.0006706113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001153146,0.00002452455,0.9979426,0.00002082142,0.0000965883,0.00003632515,0.0001658955,0.00009411286,0.00006353745,0.0000360763,0.0002587417,0.001145366],"study_design_scores_gemma":[0.0000109918,0.0000432123,0.9987483,0.00001487619,0.00004540407,0.00005209347,0.0005680599,0.0002484939,0.00002166195,0.0000118179,0.0002254985,0.000009498549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960731,0.0006850049,0.00004763911,0.0001649028,0.000007483082,0.00001876434,0.002265441,0.000004306994,0.0007333964],"genre_scores_gemma":[0.9982651,0.0002485095,0.00005099144,0.00004797851,0.000004174964,0.000006517163,0.001258629,0.000001732415,0.00011636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02836341,"threshold_uncertainty_score":0.1208274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03293858574738803,"score_gpt":0.3983722999513731,"score_spread":0.3654337142039851,"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."}}