{"id":"W2045508295","doi":"10.1021/ac015725f","title":"Mass Spectrometric Methods for Generation of Protein Mass Database Used for Bacterial Identification","year":2002,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Chemistry; Proteome; Mass spectrometry; Chromatography; Database; Matrix-assisted laser desorption/ionization; Biochemistry; Desorption","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":[0.002597725,0.001418145,0.001394689,0.006365196,0.0008810048,0.001554121,0.001909807,0.0008524225,0.005539689],"category_scores_gemma":[0.004109728,0.0007276807,0.0008715741,0.007599753,0.0003456149,0.001812808,0.001221017,0.001618075,0.007042683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005095265,"about_ca_system_score_gemma":0.0009940119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003582962,"about_ca_topic_score_gemma":0.0003472981,"domain_scores_codex":[0.9973206,0.0004014803,0.0005591023,0.0005487073,0.001071669,0.00009843204],"domain_scores_gemma":[0.9980281,0.0004821612,0.0003921191,0.0003886139,0.0006352664,0.00007365231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009671284,0.0004240801,0.00447442,0.004907368,0.0003899033,0.001166508,0.0004465758,0.001653104,0.5598101,0.009380415,0.03080495,0.3855755],"study_design_scores_gemma":[0.000189328,0.0005603202,0.009604256,0.0004716781,0.0002990724,0.003706029,0.0003624313,0.02856726,0.5993257,0.01290974,0.3437192,0.0002850654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0279224,0.01042296,0.8934832,0.0005572607,0.000717246,0.002176751,0.03763803,0.01927284,0.007809391],"genre_scores_gemma":[0.03754493,0.004544823,0.9220915,0.0003059051,0.0001224321,0.002664633,0.02925247,0.0009636355,0.002509546],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006365196,"threshold_uncertainty_score":0.0185321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07622710819183723,"score_gpt":0.3528671969342462,"score_spread":0.276640088742409,"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."}}