{"id":"W2063063530","doi":"10.1021/pr200812p","title":"Analysis of Seminal Plasma from Patients with Non-obstructive Azoospermia and Identification of Candidate Biomarkers of Male Infertility","year":2011,"lang":"en","type":"article","venue":"Journal of Proteome Research","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Azoospermia; Obstructive azoospermia; Male infertility; Infertility; Andrology; Epididymis; Semen; Sperm; Biology; Medicine; Genetics","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":[0.0002974612,0.0003098013,0.0003286623,0.001270632,0.0003177914,0.0004676683,0.0001466142,0.0003180262,0.0009485242],"category_scores_gemma":[0.000861728,0.0001077561,0.0002813052,0.0009050032,0.0001964434,0.0001578818,0.000232499,0.0002150999,0.0002034999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001273183,"about_ca_system_score_gemma":0.0001485762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000483733,"about_ca_topic_score_gemma":0.0004477463,"domain_scores_codex":[0.9997995,0.00003259532,0.0000312904,0.00004930192,0.00005865143,0.00002861415],"domain_scores_gemma":[0.9998147,0.00005602357,0.0000477687,0.00001139793,0.00004296434,0.00002717932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001901371,0.0001501668,0.7533372,0.0005785256,0.0004788618,0.003272993,0.0007808181,0.0002487043,0.2027116,0.0001718814,0.0009802091,0.03538762],"study_design_scores_gemma":[0.00003708208,0.0008529618,0.962774,0.00006141091,0.0001686163,0.006517487,0.0005596761,0.0007775584,0.02499858,0.000128488,0.003106186,0.00001787047],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996483,0.001889117,0.0004611987,0.00005956334,0.00002116013,0.00001558204,0.0006762512,0.00002516957,0.0003690415],"genre_scores_gemma":[0.99626,0.0008453107,0.001097009,0.0000943885,0.00002559607,0.00001840289,0.001291655,0.000006929303,0.0003605256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001270632,"threshold_uncertainty_score":0.003173113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03239943097749338,"score_gpt":0.309094336531087,"score_spread":0.2766949055535936,"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."}}