{"id":"W3155593846","doi":"10.1371/journal.pone.0249648","title":"Comparative metabolomics studies of blood collected in streck and heparin tubes from lung cancer patients","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; Research Institute in Oncology and Hematology; University of Manitoba; St. Boniface Hospital","funders":"CancerCare Manitoba Foundation","keywords":"Metabolome; Lung cancer; Metabolomics; Medicine; Venous blood; Adenocarcinoma; Cancer; Internal medicine; Bioinformatics; Biology","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":[0.0002413612,0.0003144116,0.0005734119,0.0007733779,0.0004277803,0.0005649024,0.0001383018,0.0003945553,0.0008436273],"category_scores_gemma":[0.0008368507,0.0001491769,0.0002222381,0.0008899506,0.0002074103,0.0001805399,0.0002440263,0.00030569,0.0002064057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001605575,"about_ca_system_score_gemma":0.0001907024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001099461,"about_ca_topic_score_gemma":0.001161001,"domain_scores_codex":[0.9996296,0.00008915988,0.00002763815,0.0001214591,0.00008675262,0.00004535801],"domain_scores_gemma":[0.9996991,0.00005783662,0.00007120243,0.00002498949,0.00009517866,0.00005169195],"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":[0.01065333,0.0004968431,0.7060135,0.0002719058,0.0004174807,0.001883766,0.001279962,0.0001935923,0.239211,0.0001397504,0.0006839827,0.03875486],"study_design_scores_gemma":[0.00006542457,0.002611698,0.965457,0.00002200662,0.000217524,0.003043307,0.0007057383,0.0005557307,0.02527589,0.00009101965,0.001928243,0.00002638103],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969721,0.001157789,0.0007523228,0.00003780807,0.0000229083,0.00003754537,0.00058388,0.00001326931,0.0004223533],"genre_scores_gemma":[0.9958588,0.0006508042,0.001195721,0.0001719935,0.00003434284,0.00006008818,0.00135404,0.00001171945,0.0006624855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001099461,"threshold_uncertainty_score":0.002822161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03587696772686219,"score_gpt":0.2793772230987908,"score_spread":0.2435002553719286,"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."}}