{"id":"W3195713222","doi":"10.3390/life11080827","title":"Validation of Chemokine Biomarkers in Duchenne Muscular Dystrophy","year":2021,"lang":"en","type":"article","venue":"Life","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health; U.S. Department of Defense","keywords":"Pathogenesis; Duchenne muscular dystrophy; Medicine; Muscular dystrophy; Skeletal muscle; Chemokine; Internal medicine; Inflammation; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.00006624268,0.00006190451,0.0000952162,0.00002313723,0.00001270756,0.000002475931,0.00005865921,0.0000902717,0.0000598416],"category_scores_gemma":[0.0001556699,0.00006471497,0.00005531695,0.0001039687,0.00004118576,0.000001878262,0.00004287004,0.00003407838,0.000003401456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002851892,"about_ca_system_score_gemma":0.00005921993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001853238,"about_ca_topic_score_gemma":0.000006702144,"domain_scores_codex":[0.999501,0.00004599402,0.0001320586,0.0001754055,0.00004574082,0.00009977464],"domain_scores_gemma":[0.9996759,0.000005646924,0.00004032526,0.0001996972,0.00004529602,0.00003313987],"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":[0.00007839671,0.00007563391,0.004747279,0.00002452257,0.00005724909,0.000002446405,0.00001629115,0.0001367102,0.9939909,0.00008792059,0.0004551532,0.000327525],"study_design_scores_gemma":[0.0007517326,0.00006647157,0.02577694,0.000008071165,0.000009818977,0.000001613205,0.00008834367,0.00002638288,0.9699572,0.0001881627,0.003031018,0.00009426307],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980304,0.0005638078,0.000177814,0.0002032782,0.0000677741,0.00004364162,0.000005604287,0.000003199806,0.0009044276],"genre_scores_gemma":[0.9991116,0.00008804545,0.0002762411,0.0002049421,0.00004986227,0.000006251877,0.0002139734,0.000006280141,0.00004280254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02403369,"threshold_uncertainty_score":0.2639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006457673840047458,"score_gpt":0.2273581152277544,"score_spread":0.220900441387707,"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."}}