{"id":"W2020658268","doi":"10.2164/jandrol.110.012575","title":"Gene Expression in the Epididymis of Normal and Vasectomized Men: What Can We Learn About Human Sperm Maturation?","year":2011,"lang":"en","type":"review","venue":"Journal of Andrology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier de l'Université Laval; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Epididymis; Biology; Transcriptome; Sperm; Vasectomy; Gene; Andrology; Gene expression; Motility; Cell biology; Genetics; Population; Medicine","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":[0.0006906772,0.000182639,0.001318169,0.0002829765,0.00004485084,0.00001700073,0.0001093832,0.0002803442,0.0002060513],"category_scores_gemma":[0.00009663533,0.00009675198,0.0002561665,0.0001064979,0.00008361273,0.0001071933,0.0000246349,0.0005765785,0.000001973957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000315942,"about_ca_system_score_gemma":0.0001419847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001804702,"about_ca_topic_score_gemma":0.00001290937,"domain_scores_codex":[0.9984328,0.0003486666,0.0007801989,0.0001297346,0.000163713,0.0001449196],"domain_scores_gemma":[0.9986394,0.0001697736,0.0008408309,0.0001796035,0.0001012003,0.00006916044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002262146,0.0007768244,0.001595977,0.0104433,0.0009126114,0.001508532,0.004452396,0.000002774852,0.002934367,0.000145863,0.002628879,0.9723364],"study_design_scores_gemma":[0.01782828,0.007675853,0.008423448,0.03918667,0.00828654,0.05813213,0.0009997739,0.00001972392,0.001086011,0.0006826843,0.8569804,0.0006985225],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01240763,0.9864513,0.0000179278,0.0002167542,0.0002927277,0.0002918458,0.000002331426,0.000002797792,0.0003166808],"genre_scores_gemma":[0.006023481,0.9931651,0.0001716949,0.00009855518,0.0004303436,0.000005250164,0.00002034224,0.00001618944,0.00006898791],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9716378,"threshold_uncertainty_score":0.3945431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04126777818292963,"score_gpt":0.315014021240048,"score_spread":0.2737462430571183,"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."}}