{"id":"W2057583503","doi":"10.1517/17530050902929214","title":"Protein biomarker quantification by mass spectrometry","year":2009,"lang":"en","type":"article","venue":"Expert Opinion on Medical Diagnostics","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Caprion (Canada)","funders":"","keywords":"Biomarker; Biomarker discovery; Mass spectrometry; Selected reaction monitoring; Proteomics; Computational biology; Chemistry; Chromatography; Tandem mass spectrometry; 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":[0.003650532,0.002006198,0.001808348,0.00559673,0.0006911373,0.002099428,0.001827219,0.002975941,0.003187587],"category_scores_gemma":[0.005373891,0.0007590674,0.0009435599,0.00300125,0.00128021,0.002492767,0.001684416,0.002236111,0.007516612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008518253,"about_ca_system_score_gemma":0.0009316307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005211286,"about_ca_topic_score_gemma":0.0005650618,"domain_scores_codex":[0.9942562,0.00147498,0.0003043192,0.001428882,0.002309181,0.0002263181],"domain_scores_gemma":[0.9978562,0.0005268607,0.0004686266,0.0002852966,0.0007545617,0.0001083838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002912107,0.0001336098,0.001956916,0.001684665,0.0001840393,0.0003342002,0.0001578295,0.0007849676,0.8706257,0.006141034,0.007854176,0.1098517],"study_design_scores_gemma":[0.00004345128,0.0004443568,0.004338998,0.0003577674,0.0001489305,0.001821819,0.0001298534,0.01634105,0.8634295,0.009264654,0.1035406,0.0001389538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.04459287,0.07796162,0.8432603,0.002792646,0.002030438,0.0006908546,0.004110926,0.006069091,0.01849124],"genre_scores_gemma":[0.1992015,0.0889774,0.6817104,0.003016361,0.0009952505,0.001395508,0.004586762,0.000701022,0.01941592],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00559673,"threshold_uncertainty_score":0.01930606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03386889004991104,"score_gpt":0.3436631752902161,"score_spread":0.309794285240305,"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."}}