{"id":"W4225370569","doi":"10.1096/fasebj.2022.36.s1.l7667","title":"High‐throughput Assay and In Vivo Screen Identify <b>α</b> ‐2,3‐sialylation of CD98 by ST3GAL1 and ST3GAL2 as Essential to Melanoma Survival","year":2022,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Melanoma; Cancer research; Metastasis; In vivo; Cancer; Biology; Glycan; Microarray; Glycosylation; Glycoprotein; Molecular biology; Gene; Genetics; 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":[0.0001616876,0.0003296728,0.0002003475,0.00018454,0.0001283531,0.0002451445,0.0001363426,0.0002106909,0.0006761463],"category_scores_gemma":[0.00009514453,0.0001075195,0.0002805769,0.0002696395,0.00009590083,0.0001283272,0.0001335524,0.0004604847,0.0002907421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001854813,"about_ca_system_score_gemma":0.0001597185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003791575,"about_ca_topic_score_gemma":0.0006292303,"domain_scores_codex":[0.9998947,0.0000156821,0.000005819685,0.00002041232,0.00004299139,0.00002032632],"domain_scores_gemma":[0.9999641,0.000005940009,0.000008309649,0.000005672799,0.000006549857,0.000009314455],"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":[0.00007847014,0.00003696356,0.0003484281,0.00001559646,0.000004726608,0.00001434363,0.00000322939,0.00007542442,0.9982752,0.00003638029,0.00006056998,0.001050678],"study_design_scores_gemma":[0.00001437625,0.00027561,0.007657371,0.000002808131,0.00001838344,0.0001125684,0.00001322693,0.002432471,0.9873605,0.00006172112,0.002047435,0.000003596295],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880049,0.001175432,0.007961514,0.0001165878,0.00003246593,0.00004951638,0.001251914,0.00009923125,0.001308414],"genre_scores_gemma":[0.9795418,0.001741475,0.01031363,0.0001212622,0.00001207649,0.00008161228,0.004344365,0.00002786342,0.003815945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006761463,"threshold_uncertainty_score":0.002261937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011522274498883,"score_gpt":0.2835847048938109,"score_spread":0.2734694821488221,"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."}}