{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004532373,0.0003535291,0.0004692079,0.001530165,0.0003168595,0.0004721376,0.0002315495,0.0005920979,0.001084607],"category_scores_gemma":[0.001107274,0.0001323507,0.0002684895,0.001055764,0.0002023074,0.0003345135,0.0002530179,0.0003162566,0.0002582102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001590509,"about_ca_system_score_gemma":0.0001781364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003181979,"about_ca_topic_score_gemma":0.0003981744,"domain_scores_codex":[0.999774,0.00006322849,0.00003475629,0.00004940035,0.00004944338,0.00002912906],"domain_scores_gemma":[0.9996179,0.0001028467,0.0001466757,0.00001300558,0.00006727482,0.00005214206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005565293,0.00008599677,0.9749518,0.0001153288,0.0000804815,0.00113359,0.0000948227,0.0001403435,0.01037959,0.00006987022,0.0001774578,0.01221416],"study_design_scores_gemma":[0.0000211659,0.001353351,0.9837894,0.00004169882,0.0001421051,0.004925441,0.0003669521,0.001151411,0.006334091,0.0002052789,0.001653984,0.00001510818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944789,0.003783126,0.0007289153,0.0001027384,0.00001862312,0.00002774042,0.0002169268,0.00002188753,0.0006211009],"genre_scores_gemma":[0.9976423,0.0007498893,0.0009430671,0.00007639637,0.00002090198,0.00001482622,0.000248695,0.000002880739,0.0003009141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001530165,"threshold_uncertainty_score":0.003628314,"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."}}