{"id":"W2795520574","doi":"10.1371/journal.pone.0195148","title":"Proteomic fingerprinting in HIV/HCV co-infection reveals serum biomarkers for the diagnosis of fibrosis staging","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Infectious Diseases Centre; Ottawa Hospital; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Fibrosis; Hepatitis C virus; Cirrhosis; Biomarker; Hepatitis C; Liver biopsy; Pathology; Gastroenterology; Internal medicine; Biopsy; Immunology; Virus; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004209294,0.00023172,0.0001913194,0.0006640744,0.0002207368,0.0003819042,0.00009831451,0.0002835977,0.0007676877],"category_scores_gemma":[0.0007318893,0.0000975348,0.0001137137,0.0003975745,0.0001763719,0.0001411296,0.0001892509,0.0002123524,0.0001469281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001369529,"about_ca_system_score_gemma":0.0001070964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004279134,"about_ca_topic_score_gemma":0.0006658968,"domain_scores_codex":[0.9998367,0.00003852163,0.00001392565,0.0000378569,0.00004523564,0.00002770642],"domain_scores_gemma":[0.9996843,0.0001054968,0.00009752793,0.00001526887,0.00005014231,0.00004723101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008630479,0.00009395734,0.8759075,0.00006663717,0.00006927339,0.0003361223,0.0001779621,0.0002257914,0.1120174,0.00005057898,0.0001571051,0.01003463],"study_design_scores_gemma":[0.00001467171,0.000560555,0.9650326,0.00002218074,0.00007817314,0.00158213,0.0002631323,0.002985503,0.02891795,0.0001086407,0.0004272346,0.000007251063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991548,0.0003296278,0.0002917273,0.000015401,0.00000308275,0.000006661675,0.00004636413,0.000004416379,0.0001477987],"genre_scores_gemma":[0.9990534,0.00009162042,0.0006699961,0.00002158839,0.000004192406,0.000006369617,0.00006780438,9.917976e-7,0.00008409085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007676877,"threshold_uncertainty_score":0.002568126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03925154323437289,"score_gpt":0.2907136749220859,"score_spread":0.251462131687713,"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."}}