{"id":"W3037011845","doi":"10.4081/aiua.2020.2.121","title":"The impact of nutrition and lifestyle on male fertility","year":2020,"lang":"en","type":"review","venue":"Archivio Italiano di Urologia e Andrologia","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Fertility; Environmental health; Micronutrient; Semen quality; Physiology; Semen; Toxicology; Biotechnology; Population; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000299447,0.0004563616,0.001410033,0.000116764,0.000147638,0.00003127938,0.0001873906,0.0003316001,0.00005409764],"category_scores_gemma":[0.0008485568,0.0002422495,0.0007498734,0.000259354,0.0003993975,0.00003961757,0.0001204237,0.0006813165,0.00007392813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005531966,"about_ca_system_score_gemma":0.0001991237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003641921,"about_ca_topic_score_gemma":0.000002589144,"domain_scores_codex":[0.9979633,0.0003142851,0.0005613707,0.0005571216,0.0002195661,0.0003843679],"domain_scores_gemma":[0.9979357,0.0009321534,0.0003169438,0.0005645475,0.00005201331,0.0001987024],"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":[0.00107321,0.0009392683,0.02235516,0.005870564,0.001023736,0.0003929923,0.00004219283,0.000001713401,0.00002164481,0.0003098995,0.004354303,0.9636153],"study_design_scores_gemma":[0.00261002,0.0198274,0.2701897,0.004712478,0.004126763,0.003375866,0.0000206457,0.0002854356,0.00001562225,0.001092994,0.6928619,0.0008812842],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02664143,0.9694428,0.00001458902,0.000219241,0.0001536618,0.001408753,0.0001443479,0.00008703695,0.001888084],"genre_scores_gemma":[0.09802433,0.9011774,0.00004394501,0.00008577931,0.0001468112,0.0001261658,0.0002325768,0.00003625521,0.0001267491],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.962734,"threshold_uncertainty_score":0.9878649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03341749367957787,"score_gpt":0.3177679788297022,"score_spread":0.2843504851501243,"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."}}