{"id":"W2041144562","doi":"10.1586/14789450.2013.856763","title":"Targeted quantitation of CVD-linked plasma proteins for biomarker verification and validation","year":2013,"lang":"en","type":"review","venue":"Expert Review of Proteomics","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Victoria; Genome British Columbia","funders":"","keywords":"Biomarker; Biomarker discovery; Medicine; Disease; Proteomics; Computational biology; Bioinformatics; Internal medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002923782,0.001811662,0.001906266,0.003145061,0.0003741815,0.001285207,0.001373768,0.001663885,0.002218696],"category_scores_gemma":[0.001690735,0.0006215207,0.0008530469,0.002498989,0.0007660084,0.001659607,0.001097662,0.002030466,0.004806095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007628705,"about_ca_system_score_gemma":0.001257138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006718378,"about_ca_topic_score_gemma":0.001021005,"domain_scores_codex":[0.9986269,0.0002814902,0.00008398092,0.0002915382,0.000636129,0.00007992222],"domain_scores_gemma":[0.9992029,0.0002616814,0.0001262235,0.00005456455,0.0003165959,0.00003801309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001264156,0.0001684187,0.0007764141,0.01907268,0.0002733769,0.0004319034,0.00008338899,0.0007784746,0.1117607,0.009576094,0.02478673,0.8321654],"study_design_scores_gemma":[0.00002734183,0.000275222,0.001855754,0.002306987,0.0002090227,0.002844975,0.000097653,0.001456225,0.08934453,0.0051748,0.8963076,0.00009981625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001699573,0.9603027,0.02884738,0.001030308,0.001005782,0.0001135741,0.0002873086,0.000156388,0.006557081],"genre_scores_gemma":[0.008268203,0.9613038,0.02376304,0.0008694852,0.0004239996,0.0001462319,0.0005045594,0.00004423542,0.004676512],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003145061,"threshold_uncertainty_score":0.01546264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06609470905016948,"score_gpt":0.3885726682994698,"score_spread":0.3224779592493003,"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."}}