{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008042434,0.000450038,0.001552256,0.000105187,0.0001048959,0.000004680722,0.0007941346,0.0001906122,0.0001259182],"category_scores_gemma":[0.003175289,0.0002606662,0.0006469028,0.0002992634,0.0008407423,0.000005268073,0.0002101461,0.0001504724,0.000008461961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006815502,"about_ca_system_score_gemma":0.001026531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003305744,"about_ca_topic_score_gemma":0.00000431473,"domain_scores_codex":[0.9972368,0.0004763389,0.0009881672,0.0005613614,0.0003943943,0.0003429333],"domain_scores_gemma":[0.9970146,0.0003508042,0.0007391191,0.001102386,0.0006072087,0.0001858281],"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":[0.00004410028,0.00003101952,0.000006280279,0.05768849,0.0003245548,0.00000164843,0.000007275592,1.410452e-8,0.00180946,0.00008674502,0.0075021,0.9324983],"study_design_scores_gemma":[0.0001818185,0.0004457464,0.000007549704,0.0476154,0.0002859959,0.000005593131,0.00005884828,8.915769e-7,0.0004860685,0.00005852774,0.9506328,0.0002208374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001112005,0.9954177,0.00001907202,0.0001661497,0.000179131,0.00351436,0.00005020899,0.000005649727,0.0006366807],"genre_scores_gemma":[0.00001483098,0.9968208,0.00003377782,0.0001442139,0.000640805,0.001830357,0.0002274201,0.00007121588,0.000216568],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9431306,"threshold_uncertainty_score":0.9999846,"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."}}