{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3397001,0.003403544,0.006345024,0.01122743,0.00648097,0.008364535,0.006847139,0.007157762,0.04906752],"category_scores_gemma":[0.364651,0.003551296,0.00868145,0.007798605,0.006064123,0.008343871,0.009713341,0.01551904,0.01690471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01639006,"about_ca_system_score_gemma":0.1005649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002084461,"about_ca_topic_score_gemma":0.002737854,"domain_scores_codex":[0.7268625,0.1844907,0.05534064,0.007733813,0.02012193,0.005450454],"domain_scores_gemma":[0.5903149,0.1375435,0.03000781,0.04166327,0.1856677,0.01480285],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0101382,0.002211228,0.003805626,0.1252183,0.00136449,0.001268425,0.05035302,0.005478526,0.004304145,0.07552467,0.295156,0.4251774],"study_design_scores_gemma":[0.02398148,0.002989943,0.01019209,0.1268641,0.001189457,0.0007670465,0.02275515,0.008108657,0.006314044,0.07948031,0.7163687,0.0009889337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001745043,0.0004014643,0.03787428,0.003899551,0.001523829,0.9472969,0.00351182,0.0002674595,0.003479653],"genre_scores_gemma":[0.001494116,0.000217984,0.03103066,0.0005669766,0.00008914432,0.965363,0.0007312483,0.00003544063,0.0004714091],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6602999,"threshold_uncertainty_score":0.8142673,"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."}}