{"id":"W3199445914","doi":"10.1002/pros.24239","title":"Characteristics of α2,3‐sialyl <i>N</i>‐glycosylated PSA as a biomarker for clinically significant prostate cancer in men with elevated PSA level","year":2021,"lang":"en","type":"article","venue":"The Prostate","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Japan Society for the Promotion of Science","keywords":"Prostate cancer; Medicine; Biomarker; Prostate; Prostate-specific antigen; Cancer; Prostate disease; Internal medicine; Oncology; Urology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007944214,0.000218542,0.000311064,0.00006144633,0.00009051734,0.00004770178,0.0002488201,0.0001366821,0.00008628495],"category_scores_gemma":[0.0003964924,0.0001511154,0.0000882564,0.0003937045,0.0001952628,0.000008231882,0.0001343964,0.000184515,0.000008550703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002770294,"about_ca_system_score_gemma":0.0007689736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001952655,"about_ca_topic_score_gemma":0.0001982406,"domain_scores_codex":[0.997978,0.0001955253,0.0006075791,0.0004733324,0.0002889594,0.0004566034],"domain_scores_gemma":[0.9983432,0.00006788594,0.0002683794,0.0004887789,0.0007280109,0.0001036888],"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":[0.005725798,0.0002254255,0.01238175,0.0001227592,0.000175246,0.00002751476,0.0003429682,0.00004147508,0.9688686,0.00004234629,0.0006220331,0.01142409],"study_design_scores_gemma":[0.004400672,0.001038468,0.05076433,0.0001424145,0.00005577098,0.00001481538,0.0001994726,0.001469695,0.9241072,0.0002436048,0.01717791,0.0003856744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945173,0.0001914711,0.0003444405,0.001787359,0.00005604252,0.001801616,0.0007679276,0.00001472843,0.0005190693],"genre_scores_gemma":[0.9915075,0.0009126955,0.0003822238,0.0002177463,0.00004843927,0.0004465825,0.0005035938,0.00004808707,0.005933136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04476141,"threshold_uncertainty_score":0.6162308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02886041699177331,"score_gpt":0.3230924464590707,"score_spread":0.2942320294672974,"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."}}