{"id":"W2472352760","doi":"10.1038/srep29334","title":"Transcriptomic analysis reveals abnormal muscle repair and remodeling in survivors of critical illness with sustained weakness","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University Health Network; University of Toronto; St. Michael's Hospital","funders":"National Institute of General Medical Sciences; National Human Genome Research Institute; Canadian Institutes of Health Research; Canadian Thoracic Society","keywords":"Skeletal muscle; Medicine; Muscle weakness; Weakness; Transcriptome; Muscle atrophy; Pathology; Pathogenesis; Bioinformatics; Internal medicine; Gene expression; Biology; Gene; Anatomy; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001854067,0.0001759832,0.0005512121,0.000911393,0.0001086561,0.000027107,0.00005357334,0.00008582263,0.0000781863],"category_scores_gemma":[0.00444282,0.0001170777,0.0001833407,0.001488937,0.001025279,0.0002079252,0.0000305501,0.0001118988,9.514008e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000735773,"about_ca_system_score_gemma":0.0002125647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002247076,"about_ca_topic_score_gemma":0.0006622267,"domain_scores_codex":[0.9975013,0.000107958,0.0006899397,0.000776452,0.0005263159,0.0003981009],"domain_scores_gemma":[0.9935325,0.0001849211,0.0001574325,0.000607107,0.005361048,0.0001569384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009300965,0.0004794402,0.7609761,0.0008414091,0.0005432632,0.004127956,0.00496685,0.00006512905,0.2203762,0.0006357539,0.0007385242,0.005319276],"study_design_scores_gemma":[0.005774731,0.0007642247,0.8456548,0.003329482,0.004644612,0.001798628,0.07339621,0.003455139,0.05143814,0.006475176,0.001523647,0.001745199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938775,0.0001172304,0.003327917,0.0009219253,0.0005568509,0.0003755881,0.000007507176,0.00005248387,0.0007629472],"genre_scores_gemma":[0.9985808,0.000005146007,0.0003763999,0.0001743051,0.00001403112,0.00001426755,0.00002256867,0.00002084204,0.0007916818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.168938,"threshold_uncertainty_score":0.5318792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009579364566149952,"score_gpt":0.2610745279861154,"score_spread":0.2514951634199655,"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."}}