{"id":"W4412530407","doi":"10.1093/ejcts/ezaf239","title":"Similar Trend in Benefit of Adjuvant Platinum in Lung Cancer Patients Irrespective of Epidermal Growth Factor Receptor Mutation Status","year":2025,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"Epidermal growth factor receptor; Lung cancer; Oncology; Internal medicine; Mutation; Medicine; Platinum; Adjuvant; Epidermal growth factor; Cancer; Cancer research; Biology; Receptor; Genetics; Gene; Biochemistry","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":[0.001167036,0.0002131648,0.0006911686,0.0003797896,0.0002087461,0.0005152812,0.0002837651,0.0006892975,0.00316558],"category_scores_gemma":[0.002998447,0.0001834094,0.00272428,0.0006092309,0.000166479,0.0004636828,0.0002608852,0.0008287225,0.0002292231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002646804,"about_ca_system_score_gemma":0.0005600957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002341958,"about_ca_topic_score_gemma":0.003573605,"domain_scores_codex":[0.9992523,0.0001296251,0.0000940962,0.0003292647,0.00008316228,0.0001115346],"domain_scores_gemma":[0.9981238,0.0005744533,0.0005233556,0.0002447941,0.000252607,0.0002809781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02189398,0.0001530092,0.9306927,0.0006943088,0.006820355,0.0005780479,0.0001447828,0.0006387863,0.007622906,0.0002720711,0.001371436,0.02911767],"study_design_scores_gemma":[0.0007708578,0.001404442,0.9891534,0.00006196193,0.005036404,0.0004030147,0.00009087599,0.0005405857,0.0004943411,0.0002340458,0.001791638,0.00001837482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724399,0.02239437,0.0005799721,0.0007291,0.0001499877,0.00002781069,0.001388592,0.00003150865,0.002258696],"genre_scores_gemma":[0.9972626,0.001128971,0.0001094344,0.0002512119,0.00006629744,0.000009578563,0.0006557028,0.000008203112,0.0005080012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00316558,"threshold_uncertainty_score":0.0105899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016490245819473,"score_gpt":0.3239810040897566,"score_spread":0.3074907582702835,"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."}}