{"id":"W4394789684","doi":"10.1093/hropen/hoae017","title":"Current global status of male reproductive health","year":2024,"lang":"en","type":"article","venue":"Human Reproduction Open","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"Medical Research Council; Australian Government; Gedeon Richter; UNICEF; Economic and Social Research Council; World Health Organization; National Health and Medical Research Council; European Society of Human Reproduction and Embryology; Bill and Melinda Gates Foundation","keywords":"Reproductive health; Demography; Medicine; Environmental health; Population; Sociology","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":[0.0006552816,0.0001152972,0.0002677582,0.00008071226,0.0001023017,0.00005695126,0.00008250745,0.00003388518,0.0006629909],"category_scores_gemma":[0.0002482599,0.0001012345,0.00007539987,0.0004239255,0.00007737357,0.0001651582,0.0001023121,0.0001722234,0.00009943057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003297673,"about_ca_system_score_gemma":0.0003796758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082383,"about_ca_topic_score_gemma":0.0000265184,"domain_scores_codex":[0.9982421,0.00005774102,0.0003403329,0.0008498546,0.0002715873,0.0002384329],"domain_scores_gemma":[0.9987538,0.000006645504,0.00009932694,0.0008204688,0.0001926524,0.0001270507],"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":[0.0004962226,0.001277195,0.0960445,0.00197403,0.0003733897,0.00005749979,0.001831843,0.00005125589,0.006438828,0.0494208,0.1391827,0.7028518],"study_design_scores_gemma":[0.0009933667,0.001194078,0.3251371,0.000759296,0.0001673844,0.0009916851,0.0004388312,0.00004469429,0.004556011,0.003963247,0.6615148,0.0002395999],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9212924,0.03288006,0.0005210414,0.005450748,0.005734833,0.002820791,0.00004766892,0.0003697431,0.03088277],"genre_scores_gemma":[0.9921222,0.0004219008,0.0006211092,0.00006140085,0.001418048,0.00004466425,0.0001434034,0.00002255717,0.005144731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7026122,"threshold_uncertainty_score":0.7259285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07608650628788065,"score_gpt":0.4027920692592868,"score_spread":0.3267055629714061,"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."}}