{"id":"W3206955743","doi":"10.1186/s13098-021-00728-2","title":"Association of diabetes and obesity with sperm parameters and testosterone levels: a meta-analysis","year":2021,"lang":"en","type":"article","venue":"Diabetology & Metabolic Syndrome","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Hainan Province; National Natural Science Foundation of China","keywords":"Medicine; Diabetes mellitus; Internal medicine; Meta-analysis; Obesity; Sperm; Cochrane Library; Endocrinology; Andrology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004762814,0.0001980139,0.002004798,0.0002548708,0.00004825166,0.00001843725,0.00004100998,0.0001569014,0.0001643825],"category_scores_gemma":[0.000446842,0.0001488882,0.0002707646,0.00071878,0.0001185239,0.0001120728,0.00003212715,0.0001444322,0.000004316901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001453816,"about_ca_system_score_gemma":0.00005007834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002687068,"about_ca_topic_score_gemma":0.00002674574,"domain_scores_codex":[0.9984977,0.0002475255,0.0002904116,0.0004095077,0.0002858967,0.0002689384],"domain_scores_gemma":[0.9987713,0.0004176896,0.0001983032,0.00032131,0.0001799856,0.0001113727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005976921,0.0001795921,0.922941,0.00005886143,0.07385851,0.00009697401,0.0001984634,0.000001871791,0.002254827,0.0001249558,0.00001511966,0.0002638462],"study_design_scores_gemma":[0.0006895522,0.0002045937,0.7810475,0.000004823256,0.2149539,0.0002639109,0.00008532208,0.00003254385,0.00241195,0.0001097776,0.00008632182,0.0001098227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896784,0.009022156,0.0000854222,0.0008303422,0.00004184411,0.000180815,0.00003458357,0.00002658764,0.0000997892],"genre_scores_gemma":[0.9959933,0.00007232314,0.003003763,0.0005697716,0.00001158014,0.00003139377,0.00006185694,0.00001325794,0.0002428012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1418935,"threshold_uncertainty_score":0.6071484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03018971475988991,"score_gpt":0.2471705750867726,"score_spread":0.2169808603268827,"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."}}