{"id":"W2159286617","doi":"10.1074/mcp.m110.004127","title":"Verification of Male Infertility Biomarkers in Seminal Plasma by Multiplex Selected Reaction Monitoring Assay","year":2011,"lang":"en","type":"article","venue":"Molecular & Cellular Proteomics","topic":"Urologic and reproductive health conditions","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Azoospermia; Vasectomy; Andrology; Male infertility; Infertility; Obstructive azoospermia; Medicine; Urology; Semen; Gynecology; Internal medicine; Biology; Population; Pregnancy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005214981,0.0001479051,0.0002361719,0.0001475733,0.00005425443,0.000003677075,0.00007501209,0.0002049247,0.00003346412],"category_scores_gemma":[0.0003448456,0.0001481489,0.00006266475,0.0003999847,0.0001075514,0.00006902646,0.00002423688,0.0002990972,0.00001050605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001470659,"about_ca_system_score_gemma":0.0001310075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003316558,"about_ca_topic_score_gemma":0.000003092396,"domain_scores_codex":[0.9985837,0.0001777281,0.0004044903,0.0003947702,0.0001935094,0.0002457428],"domain_scores_gemma":[0.9990879,0.00001921442,0.0001858009,0.0003909004,0.0002216876,0.00009448145],"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":[0.0003649103,0.0003706192,0.1005209,0.00009138098,0.0000572411,0.00002798142,0.0002460891,0.000003214235,0.8977762,0.00001388524,0.00002547552,0.0005020662],"study_design_scores_gemma":[0.0006602948,0.0001769031,0.2000946,0.00003670678,0.00004699816,0.00002427871,0.00006662602,0.0004409791,0.7982399,0.00004048482,0.00007799723,0.00009429733],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902553,0.0002658555,0.007396435,0.0001059539,0.0001130459,0.0011573,0.00001103038,0.00004407477,0.000650986],"genre_scores_gemma":[0.9900166,0.00002647851,0.009557911,0.00001570226,0.00002798247,0.000126377,0.0001250546,0.00002160014,0.00008225164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09957368,"threshold_uncertainty_score":0.6041337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0263567248439578,"score_gpt":0.2563221553862792,"score_spread":0.2299654305423214,"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."}}