{"id":"W3172278289","doi":"10.3390/cancers13123012","title":"Metabolic Changes in Early-Stage Non–Small Cell Lung Cancer Patients after Surgical Resection","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital; University of Manitoba; Research Institute in Oncology and Hematology; CancerCare Manitoba","funders":"CancerCare Manitoba Foundation","keywords":"Downregulation and upregulation; Metabolomics; Medicine; Asymmetric dimethylarginine; Lung cancer; Internal medicine; Glutamine; Metastasis; Stage (stratigraphy); Cancer; Urine; Gastroenterology; Oncology; Cancer research; Pathology; Chemistry; Biology; Bioinformatics; Biochemistry; Amino acid","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007698809,0.0001408183,0.0001973728,0.00006146422,0.00004189775,0.00001848254,0.00007884999,0.0001019028,0.0001205186],"category_scores_gemma":[0.00001807727,0.0001374468,0.00006731327,0.0002110221,0.00003161513,0.000003030563,0.0001113003,0.0001033723,0.00000210984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000121022,"about_ca_system_score_gemma":0.0001821422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005805557,"about_ca_topic_score_gemma":0.00674962,"domain_scores_codex":[0.9990553,0.0000432712,0.0001335909,0.0003764914,0.00009862905,0.0002927271],"domain_scores_gemma":[0.9995871,0.000005642857,0.0000539545,0.0001930419,0.00009604444,0.00006419003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005066755,0.00009803599,0.8383822,0.0001592144,0.0002218565,0.00007554552,0.000454182,0.0003439183,0.1563987,0.00006685101,0.001902562,0.001390193],"study_design_scores_gemma":[0.001806431,0.0001410221,0.1996624,0.00002625555,0.00005422351,8.285072e-7,0.0001167956,0.0000691472,0.582489,0.000005751913,0.2152883,0.0003398526],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818208,0.01555113,0.00001455277,0.00007517458,0.0005274903,0.0001490817,0.00006432315,0.00000457523,0.001792881],"genre_scores_gemma":[0.9817525,0.0133972,0.00007084668,0.0001719867,0.0002921155,0.0001966153,0.00004360777,0.00001961733,0.004055556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6387199,"threshold_uncertainty_score":0.5604917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008561249708872933,"score_gpt":0.2489136466431068,"score_spread":0.2403523969342338,"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."}}