{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006957572,0.0001171126,0.0002081509,0.00005425963,0.00006839231,0.0000231202,0.00003979058,0.00006669653,0.0001657585],"category_scores_gemma":[0.00008699732,0.0001059637,0.000402398,0.000266027,0.00004176506,0.00003937869,0.00004489968,0.0001296622,0.00005380178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001544171,"about_ca_system_score_gemma":0.00008358843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001764938,"about_ca_topic_score_gemma":0.000009070373,"domain_scores_codex":[0.99904,0.00004204794,0.0001476224,0.0003101077,0.0002470452,0.0002131965],"domain_scores_gemma":[0.9994065,0.00001967174,0.00002226539,0.0003781521,0.00005757204,0.000115901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001979068,0.0007555662,0.07279332,0.0004920665,0.0009923709,0.0003401696,0.0003415114,0.0005098036,0.7186852,0.0007363874,0.01286573,0.1912901],"study_design_scores_gemma":[0.004712738,0.0002704556,0.4742477,0.0001990146,0.00065055,0.000418695,0.0006596681,0.00319326,0.01381775,0.0005385827,0.5006378,0.0006538133],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642003,0.003094634,0.0005644163,0.004072514,0.0005652159,0.0001942741,0.000003773716,0.0001212638,0.02718368],"genre_scores_gemma":[0.9962507,0.0009590803,0.0008871034,0.00118056,0.00008523577,0.000006055947,0.00004280354,0.00003924239,0.0005492016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7048674,"threshold_uncertainty_score":0.4321075,"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."}}