{"id":"W2094158468","doi":"10.1016/j.aca.2005.05.060","title":"Advanced analytical tools in proteomics","year":2005,"lang":"en","type":"article","venue":"Analytica Chimica Acta","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National University of Singapore; Canadian Institute for Theoretical Astrophysics","keywords":"Computational biology; Proteomics; Proteome; Human proteome project; Drug discovery; Identification (biology); Function (biology); Organism; Human proteins; Chemistry; Computer science; Biology; Gene; Cell biology; Biochemistry; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001998693,0.001091293,0.00177988,0.002429724,0.0008366306,0.003238913,0.002216642,0.002195504,0.005141553],"category_scores_gemma":[0.002525243,0.001130737,0.0008988981,0.002331241,0.002163741,0.004230153,0.002560702,0.004992772,0.007809462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057809,"about_ca_system_score_gemma":0.001000911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003124638,"about_ca_topic_score_gemma":0.0002511794,"domain_scores_codex":[0.9980785,0.0004552804,0.0001177809,0.0002563943,0.0009805157,0.0001115965],"domain_scores_gemma":[0.9992025,0.0002995659,0.00005333452,0.0001946079,0.0001834806,0.00006647051],"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":[0.0001627323,0.0001884531,0.0004217161,0.003214564,0.0001200486,0.0005216848,0.0003357873,0.002602236,0.08819931,0.3382451,0.03830206,0.5276862],"study_design_scores_gemma":[0.00003990049,0.0001416693,0.0006323491,0.0004931039,0.00005375931,0.001646501,0.00006968313,0.00862977,0.05218694,0.2720445,0.6639757,0.000086196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00491148,0.320345,0.6295103,0.00561991,0.005059663,0.000173448,0.0004443862,0.002233992,0.03170183],"genre_scores_gemma":[0.08508193,0.2743439,0.5887323,0.003794368,0.005741555,0.0006113762,0.001307248,0.0004849399,0.03990243],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005141553,"threshold_uncertainty_score":0.01720023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165747193809445,"score_gpt":0.299415992443939,"score_spread":0.2828412730629945,"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."}}