{"id":"W4226044143","doi":"10.1093/hropen/hoac014","title":"Protocol for developing a core outcome set for male infertility research: an international consensus development study","year":2022,"lang":"en","type":"review","venue":"Human Reproduction Open","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Medical Research Council; Urology Foundation","keywords":"Delphi method; Infertility; Fertility; Randomized controlled trial; Medicine; Outcome (game theory); Health care; Protocol (science); Set (abstract data type); Family medicine; Medical education; Psychology; Alternative medicine; Political science; Population; Computer science; Surgery; Pregnancy","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":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.04337306,0.000319714,0.0009614574,0.0006244637,0.003845761,0.0008536781,0.003543866,0.0002289849,0.00119219],"category_scores_gemma":[0.007184652,0.0003114264,0.0001843876,0.0007573572,0.0003663805,0.0002964873,0.001956452,0.0008407676,0.00001997839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002719818,"about_ca_system_score_gemma":0.004527581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001251135,"about_ca_topic_score_gemma":0.002354564,"domain_scores_codex":[0.9921232,0.002081076,0.001446276,0.001850531,0.001803133,0.0006957666],"domain_scores_gemma":[0.9956264,0.0007676384,0.0006037637,0.00134794,0.001510406,0.0001438163],"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":[0.0002596937,0.00115171,0.001050096,0.006488862,0.000270861,0.0000170865,0.008314003,6.89251e-7,5.186595e-7,0.008793445,0.01814633,0.9555067],"study_design_scores_gemma":[0.000545599,0.000297268,0.0001066485,0.0005180255,0.00002395678,0.00001122834,0.004258791,6.543865e-7,0.000002029755,0.001585832,0.9922899,0.0003600687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00007809088,0.00461163,0.00008926806,0.0005813427,0.000667949,0.9860873,0.0001170644,0.0002531259,0.007514268],"genre_scores_gemma":[0.0000149864,0.005986463,0.009783668,0.00001313182,0.0006493385,0.9656426,0.0003169278,0.00008328358,0.01750965],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9741436,"threshold_uncertainty_score":0.9999338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9610121385740612,"score_gpt":0.749305832884208,"score_spread":0.2117063056898532,"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."}}