{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000688777,0.00008572501,0.0002296966,0.0002110054,0.00006632,0.000008907494,0.00002002861,0.0000442844,0.00004359158],"category_scores_gemma":[0.0003918445,0.00007710324,0.00004171474,0.0002949001,0.00009783621,0.00007105213,0.00002089018,0.0001019104,0.000001307611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003266715,"about_ca_system_score_gemma":0.00001572773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02002197,"about_ca_topic_score_gemma":0.00166546,"domain_scores_codex":[0.9987884,0.0001134484,0.0003602481,0.0004285648,0.0001951634,0.0001141339],"domain_scores_gemma":[0.9993109,0.00004164581,0.0001439293,0.0003914234,0.00008073199,0.00003141913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000285095,0.0002404135,0.9576961,0.0001516273,0.00002048815,0.0000125538,0.0004091297,0.00001465315,0.03944766,0.0006974284,0.000619197,0.0004056376],"study_design_scores_gemma":[0.001077518,0.0002151651,0.9903813,0.00002889867,0.00002964915,0.00002506623,0.0001741989,0.00001181408,0.001498861,0.006376531,0.0001169755,0.00006401668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974607,0.0003948958,0.00006580491,0.0004307198,0.00008753422,0.0003891617,0.000002653992,0.00004239627,0.001126136],"genre_scores_gemma":[0.9988201,0.00003837055,0.0002956809,0.00001832685,0.0003298949,0.00001879259,0.0001058118,0.000009840744,0.0003631957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0379488,"threshold_uncertainty_score":0.9865038,"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."}}