{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004290508,0.0002494886,0.0002211242,0.0007193503,0.0002342499,0.0004116038,0.0002687072,0.0003422182,0.0008595884],"category_scores_gemma":[0.001724172,0.0001897388,0.0002302523,0.0005909157,0.0002880091,0.0002533099,0.000252403,0.0002523077,0.0002128744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001767863,"about_ca_system_score_gemma":0.0002041375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001180481,"about_ca_topic_score_gemma":0.001140743,"domain_scores_codex":[0.9997676,0.00005317579,0.000023645,0.00006794195,0.00005706246,0.00003059359],"domain_scores_gemma":[0.9987075,0.0002583216,0.0006115444,0.00007191923,0.0001292864,0.0002213611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000856983,0.000007656964,0.9988457,0.000002623581,0.00001073421,0.00003305902,0.00001908109,0.00002960437,0.0005508889,0.000004930919,0.00001468147,0.0003954146],"study_design_scores_gemma":[0.000003293716,0.0001496937,0.9986029,0.000001559143,0.0000157818,0.0005137514,0.00005475932,0.0003167234,0.0002568453,0.00001181164,0.00007043967,0.000002335991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994665,0.0001944956,0.00007125758,0.00001064033,0.000002028945,0.000004129147,0.00009888552,0.000002460691,0.0001496989],"genre_scores_gemma":[0.9998119,0.00002435154,0.00003885547,0.000005436511,0.000003922627,0.000002257242,0.00007896862,7.273895e-7,0.00003350579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001180481,"threshold_uncertainty_score":0.002875626,"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."}}