{"id":"W3164186093","doi":"10.1002/mus.27342","title":"Biomarkers in Duchenne and Becker muscular dystrophies","year":2021,"lang":"en","type":"letter","venue":"Muscle & Nerve","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Duchenne muscular dystrophy; Medicine; Muscular dystrophy; Physical medicine and rehabilitation; 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":[0.0001341137,0.0003663527,0.0003761151,0.0001161782,0.00007075218,0.00003430137,0.0002179395,0.001090121,0.00009346872],"category_scores_gemma":[0.00007344885,0.0003726409,0.0001959222,0.0001401506,0.0002009723,0.000004463514,0.0002434879,0.0006034333,0.00000885986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001592006,"about_ca_system_score_gemma":0.00008605315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002261112,"about_ca_topic_score_gemma":0.0001704108,"domain_scores_codex":[0.9980959,0.0002033409,0.000276219,0.0008258087,0.0001295819,0.0004691639],"domain_scores_gemma":[0.9991739,0.00002390375,0.0001006922,0.0005888044,0.00005307845,0.00005966821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008915473,0.00008203864,0.0006962665,0.0003359091,0.0004704813,0.0006828835,0.00009995721,0.00001416266,0.1675743,0.00001789287,0.8264928,0.003444152],"study_design_scores_gemma":[0.001198287,0.0002087389,0.0142782,0.00009499385,0.00007727059,0.00002945681,0.0001874356,0.00001744846,0.003412765,0.0002298301,0.9794871,0.0007784616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8970014,0.01228536,0.00001999191,0.08856209,0.0004399504,0.0002959637,0.00006607584,0.00002244312,0.001306742],"genre_scores_gemma":[0.6568968,0.002710194,0.0004628823,0.3268804,0.003753694,0.0002254216,0.006799296,0.000213772,0.002057581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2401046,"threshold_uncertainty_score":0.9998726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038958662604667,"score_gpt":0.2204708420186469,"score_spread":0.2100812553926002,"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."}}