{"id":"W2131505982","doi":"10.1016/j.urology.2011.08.003","title":"Critical Appraisal of World Health Organization's New Reference Values for Human Semen Characteristics and Effect on Diagnosis and Treatment of Subfertile Men","year":2011,"lang":"en","type":"review","venue":"Urology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":215,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Semen; Semen analysis; Gynecology; Critical appraisal; Infertility; Obstetrics; Andrology; Alternative medicine; Pregnancy; Pathology","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":[0.00009787423,0.0001845946,0.001230856,0.0001368533,0.00003578814,0.00000322979,0.00002772613,0.0001383869,0.0000843935],"category_scores_gemma":[0.0008864073,0.0001310596,0.00005268448,0.00008438712,0.00009337091,0.00001093136,0.00001661471,0.00006664832,0.00000168105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003130697,"about_ca_system_score_gemma":0.0001096716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007790264,"about_ca_topic_score_gemma":0.0000110912,"domain_scores_codex":[0.9991139,0.0001165641,0.0003362366,0.0002451233,0.00005459104,0.0001336454],"domain_scores_gemma":[0.9979453,0.00152673,0.0001803145,0.0001668744,0.00007458949,0.0001061838],"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":[0.0001752637,0.0004796774,0.01419049,0.01337124,0.0003077282,0.00000586187,0.000221778,1.556366e-8,0.000007252494,0.005881096,0.0008141578,0.9645454],"study_design_scores_gemma":[0.003210241,0.05800373,0.03590472,0.003444034,0.007520701,0.0001272636,0.000008433033,0.0000114894,0.0001050441,0.0002789431,0.891031,0.0003544384],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005947957,0.9913731,0.0001708377,0.000235261,0.0002334618,0.001652567,0.0001074658,0.00003226383,0.0002471087],"genre_scores_gemma":[0.02130903,0.9774686,0.0001505695,0.00005571837,0.0002013931,0.0001071224,0.0005606633,0.00004073122,0.0001061434],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.964191,"threshold_uncertainty_score":0.5344455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07644684135229782,"score_gpt":0.3863035099873511,"score_spread":0.3098566686350533,"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."}}