{"id":"W1999502956","doi":"10.1021/ac100035s","title":"SPR Biosensing in Crude Serum Using Ultralow Fouling Binary Patterned Peptide SAM","year":2010,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; PROTEO","funders":"","keywords":"Chemistry; Biosensor; Analyte; Peptide; Detection limit; Chromatography; Calibration curve; Monolayer; Amino acid; Matrix (chemical analysis); Standard curve; Ethylene glycol; Adsorption; Biochemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002249288,0.0002821487,0.0002942347,0.00005966198,0.00008623218,0.00004680246,0.0002077088,0.0004104557,0.00001904172],"category_scores_gemma":[0.0002272543,0.0002709319,0.0002071662,0.0002623507,0.000206758,0.000008564179,0.00009152137,0.0004663965,0.000003492117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003238409,"about_ca_system_score_gemma":0.00006455283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003140818,"about_ca_topic_score_gemma":0.00004047399,"domain_scores_codex":[0.9983147,0.00002571996,0.0003834098,0.0006174665,0.0001858903,0.0004728562],"domain_scores_gemma":[0.9990904,0.00002542656,0.0001049158,0.000528234,0.00009023279,0.0001607821],"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":[0.00003061915,0.00005822953,0.01318314,0.00002587266,0.00003710894,0.00005010586,0.000004532314,0.00003670212,0.9858687,0.000003090114,0.00007868364,0.0006232],"study_design_scores_gemma":[0.0002600835,0.00002883089,0.001541868,0.00004845766,0.00005190957,0.00006096521,0.00005152951,0.004704971,0.9920697,0.00009088887,0.0007149026,0.0003759346],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976885,0.00003762698,0.0009118668,0.0001984578,0.00004979799,0.00006445638,0.00001388434,0.00005227505,0.0009830731],"genre_scores_gemma":[0.9886013,0.0000307135,0.01019709,0.0002588382,0.0004029502,0.000001381043,0.00008170155,0.00003506204,0.000391012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01164127,"threshold_uncertainty_score":0.9999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275522548101404,"score_gpt":0.2907340667064503,"score_spread":0.2779788412254363,"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."}}