{"id":"W2170331422","doi":"10.1586/ers.13.4","title":"The role of desmosines as biomarkers for chronic obstructive pulmonary disease","year":2013,"lang":"en","type":"review","venue":"Expert Review of Respiratory Medicine","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Desmosine; COPD; Medicine; Elastin; Pulmonary disease; Biomarker; Intensive care medicine; Disease; Asthma; Pathology; Bioinformatics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001386156,0.001028496,0.001842038,0.003170417,0.0003020208,0.001017047,0.00100985,0.001805109,0.002012461],"category_scores_gemma":[0.001583398,0.0003099278,0.0006563944,0.002108635,0.000797632,0.001574985,0.000779307,0.002549709,0.001612216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007530141,"about_ca_system_score_gemma":0.001215853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008769759,"about_ca_topic_score_gemma":0.001269754,"domain_scores_codex":[0.9995366,0.0001137039,0.0000764396,0.00007479075,0.0001649032,0.00003354682],"domain_scores_gemma":[0.9989945,0.0005364278,0.0001247164,0.00002555045,0.0002567415,0.00006200011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001114262,0.00008302189,0.0004880585,0.01819124,0.0001819556,0.0003612282,0.00008156251,0.0002763894,0.002952848,0.004364761,0.02205381,0.9508538],"study_design_scores_gemma":[0.00002793307,0.000160784,0.001988872,0.005474467,0.0002329163,0.002647168,0.000105776,0.0001557519,0.001718815,0.003472218,0.9839684,0.00004683435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005919577,0.9991828,0.00008075091,0.0003009588,0.0001556538,0.000001804321,0.00000622996,0.00000293645,0.0002097202],"genre_scores_gemma":[0.0005586024,0.9987265,0.00016403,0.0001629157,0.000198942,0.000004182187,0.00001328035,8.198791e-7,0.0001706552],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003170417,"threshold_uncertainty_score":0.007330775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03611198882318157,"score_gpt":0.3981202884030962,"score_spread":0.3620082995799146,"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."}}