{"id":"W2773052825","doi":"10.1183/13993003.00202-2017","title":"Metabolic re-patterning in COPD airway smooth muscle cells","year":2017,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Canadian Respiratory Research Network","funders":"Institute of Circulatory and Respiratory Health; Medical Research Council; University of Leicester; Dunhill Medical Trust; Canadian Lung Association; University of Southampton; Royal Brompton and Harefield NHS Foundation Trust; GlaxoSmithKline; Newcastle University; British Columbia Lung Association; National Institute for Health and Care Research; Reseau canadien de recherche respiratoire; AstraZeneca Canada; Canadian Institutes of Health Research; Imperial College London; AstraZeneca","keywords":"Glutamine; Internal medicine; Endocrinology; Glycolysis; Beta oxidation; Pentose phosphate pathway; Catabolism; Downregulation and upregulation; Biochemistry; Medicine; Metabolism; Biology; 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":[0.0001123063,0.0001213652,0.0001982937,0.0002016822,0.000203778,0.0003013857,0.0001213274,0.0002570251,0.0007842627],"category_scores_gemma":[0.0001030623,0.0001038655,0.0002728043,0.0002427725,0.0001488862,0.0001417428,0.0002395763,0.0004077867,0.0002914131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001944787,"about_ca_system_score_gemma":0.0001801877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209727,"about_ca_topic_score_gemma":0.001954274,"domain_scores_codex":[0.999841,0.00002051015,0.00001614195,0.00003625717,0.00005858962,0.00002752052],"domain_scores_gemma":[0.9999291,0.000009859762,0.00001283189,0.00001297102,0.00001783208,0.00001730384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006547476,0.00001102751,0.0006528223,0.00002050464,0.000002277926,0.0001045481,0.00003106214,0.00003678722,0.9978542,0.00006562484,0.00003500686,0.001120735],"study_design_scores_gemma":[0.00002090038,0.0004866972,0.07777359,0.00002082724,0.00002368206,0.00110383,0.0003211289,0.001755737,0.9074664,0.0001740404,0.0108415,0.00001172188],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931646,0.001643539,0.002231241,0.0001388369,0.00003322885,0.0000323022,0.0007801412,0.00004073195,0.001935402],"genre_scores_gemma":[0.9917304,0.001007644,0.002201366,0.0001182747,0.00001057127,0.00005868896,0.001341675,0.00001708852,0.003514366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001209727,"threshold_uncertainty_score":0.002623558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02414505083106466,"score_gpt":0.2675191572606093,"score_spread":0.2433741064295446,"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."}}