{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001189626,0.0002082211,0.0003610627,0.0003645178,0.000245933,0.000381873,0.0001051565,0.0003012636,0.0005908799],"category_scores_gemma":[0.0003916269,0.00008943339,0.0002255684,0.0004390217,0.0001370401,0.0001929473,0.0002161321,0.0002973877,0.0001309776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002424789,"about_ca_system_score_gemma":0.0001608489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001494625,"about_ca_topic_score_gemma":0.002207786,"domain_scores_codex":[0.9998924,0.00001657181,0.00001106037,0.00003178022,0.00002331265,0.00002484442],"domain_scores_gemma":[0.9997942,0.00003091186,0.00008499298,0.00000969781,0.00003495127,0.00004537604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001579625,0.00006930838,0.9721007,0.00003504321,0.00007296997,0.0005466986,0.0001071094,0.00009508632,0.01808564,0.00001734431,0.0001254103,0.007165134],"study_design_scores_gemma":[0.00000549688,0.0002857453,0.9973317,0.00000303496,0.00002799328,0.0003391459,0.0001251638,0.0001833366,0.001498682,0.00001928304,0.0001758837,0.000004579729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990903,0.000386574,0.00008015055,0.00002641873,0.000005262333,0.000004978705,0.0001937771,0.000003824943,0.0002086857],"genre_scores_gemma":[0.9994155,0.0001131257,0.00007015529,0.00002077512,0.000004232038,0.000004690045,0.0002313867,0.000001185396,0.0001388835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001494625,"threshold_uncertainty_score":0.002971888,"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."}}