{"id":"W4409468232","doi":"10.1093/humrep/deaf039","title":"A core outcome set for future male infertility research: development of an international consensus","year":2025,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"CReATe Fertility Centre; St. Thomas Hospital","funders":"Norgine; European Society of Human Reproduction and Embryology; Gedeon Richter; World Health Organization; Bundesministerium für Bildung und Forschung; Urology Foundation; UK Research and Innovation; University of Dundee; Deutsche Forschungsgemeinschaft","keywords":"Infertility; Medicine; Delphi method; Clinical trial; Randomized controlled trial; Outcome (game theory); Psychological intervention; Family medicine; Set (abstract data type); Male infertility; Gynecology; Psychology; Pregnancy; Psychiatry; Surgery; Computer science; Internal medicine","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.554014,0.002450026,0.008869577,0.01407743,0.006941931,0.01629687,0.009827117,0.01193796,0.01050883],"category_scores_gemma":[0.64262,0.002298283,0.01093829,0.007533524,0.008363368,0.02192376,0.02548742,0.01825895,0.004958668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01897795,"about_ca_system_score_gemma":0.108224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002887746,"about_ca_topic_score_gemma":0.00204116,"domain_scores_codex":[0.5202718,0.3060394,0.109018,0.01135695,0.04761983,0.005694],"domain_scores_gemma":[0.2887655,0.3014796,0.06328153,0.05043392,0.2734042,0.02263524],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001243014,0.0006688394,0.009830894,0.08191597,0.00220758,0.0004439578,0.02240506,0.004289664,0.002273923,0.1644181,0.1611366,0.5491664],"study_design_scores_gemma":[0.002465137,0.00148715,0.0169276,0.1962785,0.003492442,0.001167733,0.02039448,0.0116565,0.003904016,0.326807,0.414395,0.001024337],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01464178,0.0225539,0.4952525,0.3414167,0.02585447,0.06584568,0.006181989,0.001251547,0.02700146],"genre_scores_gemma":[0.06660657,0.008765084,0.7711201,0.02928265,0.003452957,0.1121826,0.006030859,0.0004958182,0.002063307],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.445986,"threshold_uncertainty_score":0.5499802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6651833956818629,"score_gpt":0.6098928549724264,"score_spread":0.05529054070943651,"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."}}