{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03080757,0.001057078,0.001423305,0.003081847,0.003420782,0.01288796,0.002967948,0.01722462,0.01886829],"category_scores_gemma":[0.02233372,0.0005380592,0.001236258,0.002890961,0.01163048,0.01015096,0.01763486,0.01519033,0.002570156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006642787,"about_ca_system_score_gemma":0.0513713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004993563,"about_ca_topic_score_gemma":0.005980911,"domain_scores_codex":[0.9876447,0.007388818,0.0004453622,0.000799467,0.001906208,0.001815444],"domain_scores_gemma":[0.9740123,0.009516243,0.002067627,0.001775873,0.003551846,0.009076121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000756318,0.0002393727,0.003398865,0.002688126,0.0001532803,0.000537497,0.006081837,0.001099247,0.001544039,0.5742703,0.2464483,0.1634634],"study_design_scores_gemma":[0.00003057446,0.0001238614,0.003410163,0.002901632,0.00005270213,0.0002822216,0.006554462,0.0003340594,0.0003493197,0.1583127,0.8276011,0.00004719901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001442206,0.02771363,0.005279173,0.9320722,0.003878802,0.0001006287,0.0002004732,0.0001041256,0.02920881],"genre_scores_gemma":[0.1969215,0.1124221,0.04825893,0.585815,0.01393803,0.000951996,0.0008253261,0.000317565,0.04054961],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03080757,"threshold_uncertainty_score":0.1629279,"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."}}