{"id":"W2167022988","doi":"10.1021/ac402332z","title":"Qualitative and Quantitative Assessment on the Use of Magnetic Nanoparticles for Glycopeptide Enrichment","year":2013,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Glycoproteomics; Glycopeptide; Glycan; Glycosylation; Glycoconjugate; Chromatography; Mass spectrometry; Sialic acid; Combinatorial chemistry; Computational biology; Glycoprotein; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009786004,0.0007815727,0.0003368693,0.0006145147,0.0002755078,0.0004699792,0.0003487675,0.0005628588,0.0007549727],"category_scores_gemma":[0.001030497,0.0003242896,0.0003104572,0.0003316958,0.0004300743,0.0003301106,0.000391512,0.0005690947,0.0004717696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004061839,"about_ca_system_score_gemma":0.0002198058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007203749,"about_ca_topic_score_gemma":0.001638638,"domain_scores_codex":[0.9990375,0.0001768757,0.00006968567,0.0002131485,0.0004106738,0.00009213469],"domain_scores_gemma":[0.9993474,0.0001989362,0.00008757856,0.00005255162,0.0002805835,0.00003302992],"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":[0.00003715507,0.00001469606,0.0001326475,0.00009733565,0.000008036236,0.00002582345,0.00003962914,0.00009765186,0.9958321,0.0001094795,0.00005556039,0.003549838],"study_design_scores_gemma":[0.000003610614,0.0000987008,0.0009262591,0.00001342512,0.00001942923,0.00005607666,0.00002031045,0.001438246,0.9956834,0.00006068302,0.001670433,0.000009408746],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7649218,0.004472384,0.2143363,0.0004245656,0.0002560971,0.0006475606,0.001043717,0.001170847,0.01272658],"genre_scores_gemma":[0.7860022,0.003544564,0.1987069,0.0004322772,0.00007571519,0.001183806,0.00118048,0.0002765092,0.008597495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009786004,"threshold_uncertainty_score":0.005175412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08887616892469911,"score_gpt":0.3894745589587957,"score_spread":0.3005983900340966,"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."}}