{"id":"W3136128311","doi":"10.1093/hropen/hoab009","title":"A global approach to addressing the policy, research and social challenges of male reproductive health","year":2021,"lang":"en","type":"article","venue":"Human Reproduction Open","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Health and Medical Research Council; National Institutes of Health; Medical Research Council; European Society of Human Reproduction and Embryology; Deutsche Forschungsgemeinschaft","keywords":"Reproductive health; Male infertility; Infertility; Offspring; Specialty; Gynecology; Political science; Medicine; Family medicine; Population; Environmental health; Pregnancy; Biology","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":[0.002307432,0.00008740403,0.0002579161,0.00008507545,0.0005822188,0.00006945786,0.0001182769,0.00005084817,0.00003158261],"category_scores_gemma":[0.0006690267,0.00006828331,0.00003323358,0.0005804152,0.0002110743,0.00008118482,0.0003511746,0.0001908469,0.000005104414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001696265,"about_ca_system_score_gemma":0.0003789294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181917,"about_ca_topic_score_gemma":0.00008641484,"domain_scores_codex":[0.9980456,0.0002841408,0.0002254047,0.0008248041,0.0003980027,0.0002220238],"domain_scores_gemma":[0.9984208,0.00001727002,0.00008788257,0.0007707441,0.0006319825,0.00007137422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001349076,0.004012414,0.01573593,0.001868153,0.0005383522,0.00004289753,0.04479722,0.00004609977,0.01608763,0.6163833,0.05482657,0.2443124],"study_design_scores_gemma":[0.001955555,0.001405992,0.8937418,0.0002990448,0.00007342732,0.002942475,0.03586973,0.00001133978,0.006157774,0.01323044,0.04402753,0.0002848874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7333965,0.004953287,0.00007954448,0.1473864,0.0002648661,0.002308084,0.00001063416,0.00005579125,0.1115449],"genre_scores_gemma":[0.992715,0.00009092659,0.0009183356,0.0002637953,0.001928953,0.00006701828,0.00002401459,0.00001454279,0.003977442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8780059,"threshold_uncertainty_score":0.4478015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4187016460219889,"score_gpt":0.4804035421074198,"score_spread":0.06170189608543081,"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."}}