{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0126479,0.003554392,0.01344079,0.006285647,0.0008146946,0.003669957,0.002163214,0.002265846,0.002707623],"category_scores_gemma":[0.01953287,0.001870558,0.06292581,0.006016297,0.0006988269,0.001317396,0.001459063,0.002102128,0.0002782712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001797696,"about_ca_system_score_gemma":0.002197288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004823597,"about_ca_topic_score_gemma":0.007216361,"domain_scores_codex":[0.9924532,0.004003709,0.001496465,0.001048418,0.0006205713,0.0003776752],"domain_scores_gemma":[0.9880182,0.008568987,0.001761648,0.0006812287,0.0007142216,0.0002558126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004719259,0.00006856322,0.01939865,0.04842392,0.9205458,0.0001973861,0.00004950358,0.001203838,0.0003415696,0.00008710988,0.0002738977,0.004690417],"study_design_scores_gemma":[0.0005181095,0.0002425386,0.006283302,0.002196023,0.9896747,0.00009669497,0.00001932955,0.0003497279,0.0001008894,0.0001064269,0.0003966748,0.00001550577],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04739953,0.9481344,0.001939111,0.0004389732,0.0003621854,0.0003770058,0.0008550552,0.00006767524,0.0004259569],"genre_scores_gemma":[0.6189741,0.3700539,0.00613737,0.001024087,0.0005996116,0.001235156,0.001378798,0.00006291983,0.0005340734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01344079,"threshold_uncertainty_score":0.06688929,"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."}}