{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001077991,0.0008189377,0.0003900758,0.001111939,0.0002473342,0.0006478642,0.0003209261,0.0005274075,0.0004925651],"category_scores_gemma":[0.001291929,0.0002545466,0.0003609816,0.0006800791,0.0003990839,0.0002399311,0.0003354825,0.0004923762,0.0003219598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000238622,"about_ca_system_score_gemma":0.0002690933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002954618,"about_ca_topic_score_gemma":0.0003720125,"domain_scores_codex":[0.9990114,0.0002315521,0.00006525859,0.0003259481,0.0002924899,0.00007334338],"domain_scores_gemma":[0.9993862,0.0001874757,0.0001998824,0.00004018155,0.0001315979,0.00005452587],"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":[0.0003744857,0.00009884659,0.0117052,0.0001288148,0.00006702029,0.0001160908,0.0001037408,0.000466549,0.9738386,0.0001450643,0.000163739,0.0127919],"study_design_scores_gemma":[0.00003884454,0.001013685,0.03766166,0.00002568888,0.0001404586,0.0009054753,0.00008106475,0.01077852,0.9462972,0.0002437316,0.002777078,0.00003658969],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9202063,0.004621405,0.07137129,0.0001732754,0.0001114971,0.0002470522,0.001469954,0.0005684479,0.001230946],"genre_scores_gemma":[0.9086405,0.002127808,0.08407921,0.0002748217,0.00007892025,0.0004550292,0.0021175,0.00003568679,0.002190477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001111939,"threshold_uncertainty_score":0.005701065,"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."}}