{"id":"W2102477369","doi":"10.1093/humrep/del383","title":"Semen quality in a residential, geographic and age representative sample of healthy Chinese men","year":2006,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Semen; Semen quality; Sperm; Percentile; Semen analysis; Demography; Abstinence; Medicine; Sperm motility; Population; Biology; Andrology; Mathematics; Statistics; Infertility; Pregnancy","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":[0.0006391622,0.0002390743,0.000291182,0.0008064954,0.0004618347,0.000350219,0.0002632408,0.000327644,0.001104162],"category_scores_gemma":[0.001677562,0.0001800474,0.0001545565,0.0008897972,0.0003293548,0.000271174,0.0002153883,0.0001497741,0.0001912142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000323447,"about_ca_system_score_gemma":0.0004273692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0108145,"about_ca_topic_score_gemma":0.009535293,"domain_scores_codex":[0.9996582,0.0001003228,0.00003734352,0.00007109963,0.00008831227,0.00004469302],"domain_scores_gemma":[0.999543,0.0000780999,0.000146639,0.00003981507,0.0001020008,0.00009052076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009389461,0.00005889688,0.9965231,0.00002977624,0.00004594691,0.0001921834,0.0002891843,0.00002888625,0.0004251207,0.00001828341,0.0001439527,0.002150758],"study_design_scores_gemma":[0.000006417907,0.0001594922,0.9990645,0.000003188349,0.00001718012,0.000310695,0.00020305,0.00005530348,0.00003908461,0.00001068308,0.0001281735,0.00000224526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990133,0.0002579042,0.00007762638,0.00003272364,0.000003769603,0.00002148239,0.0002501493,0.000003823343,0.0003392271],"genre_scores_gemma":[0.9992537,0.0001340286,0.00009091593,0.00004254667,0.00001004074,0.00001705974,0.0003113475,8.834399e-7,0.0001394795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0108145,"threshold_uncertainty_score":0.02150309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03297243787339126,"score_gpt":0.3502935852270559,"score_spread":0.3173211473536646,"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."}}