{"id":"W2033367708","doi":"10.3109/19396368.2013.775396","title":"Evaluation of potential protein biomarkers in patients with high sperm DNA damage","year":2013,"lang":"en","type":"article","venue":"Systems Biology in Reproductive Medicine","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"CReATe Fertility Centre","funders":"","keywords":"Sperm; Male infertility; DNA fragmentation; Biology; Andrology; Semen; Infertility; Semen analysis; Sperm motility; Fertility; Genetics; Medicine; Population; Apoptosis; 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":[],"consensus_categories":[],"category_scores_codex":[0.002379977,0.0001741656,0.0005247693,0.0004341316,0.00001837074,0.000002183801,0.00006121333,0.0001347208,0.0001824218],"category_scores_gemma":[0.001758762,0.0001093029,0.00002285674,0.0005173087,0.0003616508,0.00008167953,0.00002063837,0.0001641504,0.00001452366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00022811,"about_ca_system_score_gemma":0.0001077806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004329259,"about_ca_topic_score_gemma":0.00003277532,"domain_scores_codex":[0.9976152,0.0005216099,0.0005373693,0.0005816211,0.0005225582,0.000221669],"domain_scores_gemma":[0.998033,0.00003201546,0.0002473365,0.000515833,0.00111566,0.00005612077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005137834,0.0003853331,0.9016634,0.000139378,0.0002262328,0.000008777964,0.0002715938,0.0000547482,0.09419638,0.0001550171,0.00009007873,0.002295237],"study_design_scores_gemma":[0.008205919,0.001949889,0.9857691,0.0006236083,0.0001843843,0.00001500539,0.0005533188,0.0003685266,0.001934738,0.0002741709,0.00001401326,0.0001073086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933358,0.000421087,0.00004484518,0.0006961967,0.0006439058,0.004264782,0.000003513378,0.0000205452,0.0005692944],"genre_scores_gemma":[0.9991052,0.000001673607,0.00007549905,0.00001932611,0.0003244726,0.000286966,0.0001290268,0.00001610631,0.00004179297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09226164,"threshold_uncertainty_score":0.6544573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740646060620691,"score_gpt":0.2628753128739528,"score_spread":0.2454688522677459,"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."}}