{"id":"W1993301344","doi":"10.1038/nmeth1035","title":"Multiplexed analysis of glycan variation on native proteins captured by antibody microarrays","year":2007,"lang":"en","type":"article","venue":"Nature Methods","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":242,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Memorial Sloan-Kettering Cancer Center; Van Andel Research Institute","keywords":"Glycan; Glycobiology; Biology; Antibody; Lectin; Glycomics; Protein Array Analysis; Biochemistry; MUC1; Antibody microarray; Glycosylation; Glycoprotein; Molecular biology; DNA microarray; Computational biology; Gene; Mucin; Immunology; Gene expression","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":[0.0004520814,0.0004012691,0.0004824377,0.0003929607,0.0002132994,0.0006108915,0.0004198818,0.0003958402,0.0007318109],"category_scores_gemma":[0.0004567992,0.0002600349,0.0002188098,0.0004292578,0.0002260806,0.0003011826,0.0003011065,0.0007126681,0.0002016713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005479173,"about_ca_system_score_gemma":0.0001588085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006431518,"about_ca_topic_score_gemma":0.001875934,"domain_scores_codex":[0.9996265,0.00005669913,0.00001234493,0.0001216838,0.0001125496,0.0000701448],"domain_scores_gemma":[0.9997346,0.0001042452,0.00003764323,0.00003040208,0.00005433388,0.00003880432],"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":[0.000117371,0.00002760557,0.0002819731,0.00002092089,0.00001052778,0.00001926852,0.00002361722,0.000154689,0.9961676,0.0001610316,0.00007906001,0.002936328],"study_design_scores_gemma":[0.0000119622,0.00009944764,0.003947068,0.000003205015,0.00001673493,0.00007511672,0.00001996181,0.006443138,0.9885422,0.0001730035,0.0006555134,0.00001258713],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9160628,0.001087445,0.07959232,0.0001206756,0.000106274,0.00009574927,0.0006241029,0.0003598226,0.001950808],"genre_scores_gemma":[0.9004745,0.001310317,0.09164906,0.0003073174,0.00008579923,0.0002911205,0.0006998073,0.00007561934,0.00510655],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0007318109,"threshold_uncertainty_score":0.003975451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103733531617549,"score_gpt":0.4065743079920656,"score_spread":0.3955369726758901,"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."}}