{"id":"W2013534777","doi":"10.1165/rcmb.2008-0382oc","title":"Cellular Markers of Muscle Atrophy in Chronic Obstructive Pulmonary Disease","year":2009,"lang":"en","type":"article","venue":"American Journal of Respiratory Cell and Molecular Biology","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":185,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; Toronto General Hospital; University Health Network; McMaster University; Toronto Rehabilitation Institute","funders":"Canadian Institutes of Health Research","keywords":"Pulmonary disease; Atrophy; Medicine; Muscle atrophy; Pathology; Disease; Muscle disease; Internal medicine","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":[0.0001659403,0.000162751,0.0003133838,0.0001355818,0.00002805976,0.000002939083,0.0001840592,0.00008787969,0.000007190276],"category_scores_gemma":[0.00003828067,0.0001475914,0.000152264,0.0001357006,0.0005085256,0.000005558005,0.0000463943,0.0001529457,4.920659e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000182531,"about_ca_system_score_gemma":0.0002068472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001078468,"about_ca_topic_score_gemma":0.000001877736,"domain_scores_codex":[0.9988295,0.0002653906,0.0003550856,0.0002517128,0.00006639603,0.000231924],"domain_scores_gemma":[0.9991835,0.00001616896,0.0003669185,0.0002103407,0.00007555418,0.0001474703],"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":[0.0008837396,0.00008235747,0.003702338,0.00001443895,0.00002544581,0.0000601475,0.0000149625,0.0001377484,0.965619,0.00009290413,0.00002142598,0.02934549],"study_design_scores_gemma":[0.00348054,0.02306163,0.2774256,0.00007442645,0.0001602147,0.00003974308,0.0007194371,0.00005560433,0.6661896,0.004276515,0.02358359,0.0009330859],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892002,0.009290149,0.0009417507,0.00007523144,0.00005531766,0.00008031881,0.000006915555,0.000001843614,0.0003483257],"genre_scores_gemma":[0.9986004,0.0003625763,0.0002623117,0.0006748615,0.000071866,0.000002040253,0.000009525269,0.00001052935,0.000005922034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2994294,"threshold_uncertainty_score":0.6018604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003689607964346288,"score_gpt":0.2259573628961179,"score_spread":0.2222677549317716,"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."}}