{"id":"W4412862175","doi":"10.1021/acs.jproteome.5c00385","title":"Myeloid-Derived Growth Factor-Regulated Oncogenesis in Lung Adenocarcinoma Is Associated with EGFR Status and Cancer Aggressiveness","year":2025,"lang":"en","type":"article","venue":"Journal of Proteome Research","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"National Science and Technology Council; Chang Gung University; Chang Gung Memorial Hospital","keywords":"Carcinogenesis; Lung cancer; Cancer research; Adenocarcinoma; Oncology; Cancer; Epidermal growth factor receptor; Biology; Internal medicine; 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":[0.0004706849,0.0001448602,0.0004387857,0.0008274158,0.0001451233,0.00005634021,0.0001024522,0.0001144565,0.0001053841],"category_scores_gemma":[0.000295303,0.00009810916,0.00005787308,0.001150317,0.0001452922,0.0001662862,0.00005320952,0.000511535,8.148852e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001469992,"about_ca_system_score_gemma":0.002324705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00113624,"about_ca_topic_score_gemma":0.0001736172,"domain_scores_codex":[0.9980089,0.0002212619,0.0003701136,0.0002156379,0.0007283139,0.0004557491],"domain_scores_gemma":[0.9978702,0.0001813576,0.0002080053,0.0001361204,0.001386448,0.000217852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001287909,0.0003080826,0.9619405,0.0003431845,0.001206271,0.0005878065,0.001729766,0.000009103359,0.02637492,0.00002360377,0.0002848485,0.005904012],"study_design_scores_gemma":[0.006163906,0.0006031476,0.9652278,0.002694009,0.0001911347,0.00003067725,0.0004399294,0.00008989861,0.02419264,0.0001397206,0.0001319996,0.00009508328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843069,0.01060222,0.0000321236,0.003883636,0.00005160833,0.0009006304,0.000030602,0.000008236004,0.0001840407],"genre_scores_gemma":[0.9967397,0.001778347,0.0001769736,0.00007152549,0.00004892168,0.00009266613,0.000005514009,0.00002118179,0.001065124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01243285,"threshold_uncertainty_score":0.4123928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03740049087309846,"score_gpt":0.4029774575763373,"score_spread":0.3655769667032389,"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."}}