{"id":"W2095736239","doi":"10.1186/2044-5040-2-10","title":"Premature expression of a muscle fibrosis axis in chronic HIV infection","year":2012,"lang":"en","type":"article","venue":"Skeletal Muscle","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Gene signature; Fibrosis; Senescence; CDKN2A; Skeletal muscle; Biology; Gene expression; Medicine; Immunology; Bioinformatics; Internal medicine; Gene; 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":[0.0001023966,0.0001086523,0.000201909,0.0001390253,0.00005851898,0.000003245601,0.00003565484,0.0001370127,0.0002413303],"category_scores_gemma":[0.00003146132,0.00009123082,0.00007914002,0.0003174212,0.00003079849,0.0001496469,0.00003048822,0.0001876995,0.000139657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000244908,"about_ca_system_score_gemma":0.00007252227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001668825,"about_ca_topic_score_gemma":0.00002558667,"domain_scores_codex":[0.9991208,0.00003939884,0.0002600806,0.0001586056,0.0001436716,0.0002774396],"domain_scores_gemma":[0.9994031,0.00003265199,0.00009120634,0.0002980967,0.00004275217,0.0001322011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001309758,0.003895447,0.4057392,0.002276985,0.00007638314,0.000008912481,0.00346699,0.00009968849,0.4435257,0.0007360888,0.004407147,0.1356365],"study_design_scores_gemma":[0.001213823,0.0002179953,0.9792675,0.0005229454,0.00003176544,0.000006015968,0.00002289762,0.000123625,0.005263411,0.00004125081,0.01321002,0.00007877271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942176,0.001304035,0.00007663831,0.0002322711,0.00009118338,0.0004578074,0.00001150632,0.00004815436,0.003560824],"genre_scores_gemma":[0.9986678,0.0001068122,0.0005924326,0.00003001872,0.0001121874,0.00007669367,0.00005854606,0.00001753603,0.0003379777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5735283,"threshold_uncertainty_score":0.3720285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403580129514352,"score_gpt":0.2946894701263485,"score_spread":0.280653668831205,"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."}}