{"id":"W4206494497","doi":"10.1016/j.nmd.2021.07.181","title":"DMD - BIOMARKERS","year":2021,"lang":"en","type":"article","venue":"Neuromuscular Disorders","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Periostin; Duchenne muscular dystrophy; Dystrophin; Medicine; Fibrosis; Muscular dystrophy; Disease; Myocardial fibrosis; Context (archaeology); Myocyte; Pathological; Atrophy; Pathology; Biology; Internal medicine; Genetics","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":[0.001370049,0.001322588,0.0008382342,0.003087149,0.0008151061,0.00208375,0.0006539682,0.001319663,0.02555362],"category_scores_gemma":[0.002707472,0.0002591385,0.0007319381,0.001609086,0.000449604,0.0006137555,0.001194347,0.001078535,0.01084863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008694432,"about_ca_system_score_gemma":0.001089545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001480622,"about_ca_topic_score_gemma":0.002781242,"domain_scores_codex":[0.9982722,0.0002944849,0.0002158808,0.000340034,0.0006810822,0.0001964152],"domain_scores_gemma":[0.9989545,0.0001737092,0.0002508537,0.0000741334,0.000396146,0.0001504948],"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":[0.002053781,0.0005459098,0.2490327,0.002923583,0.0006193822,0.002787094,0.0004417705,0.0006988168,0.02256704,0.01148927,0.2117154,0.4951252],"study_design_scores_gemma":[0.0002492095,0.0009033249,0.1638276,0.002289925,0.0006448455,0.01082864,0.0003593486,0.0008788099,0.02406362,0.006760108,0.7890946,0.00009996659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2489178,0.1381057,0.03326952,0.01687211,0.008434432,0.003216944,0.1209696,0.004484175,0.4257297],"genre_scores_gemma":[0.5894377,0.02859914,0.0507588,0.01474501,0.004279287,0.003477639,0.07665873,0.0005291707,0.2315146],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02555362,"threshold_uncertainty_score":0.08548534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004334479185312,"score_gpt":0.2457437064307809,"score_spread":0.2357003616389278,"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."}}