{"id":"W7161807366","doi":"10.82308/3213","title":"Human sperm DNA damage: Impact of «in vitro» oxidative stress and «in vivo» vitamins on conventional and advanced sperm function parameters","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sperm; Oxidative stress; DNA fragmentation; DNA damage; Sperm motility; Reactive oxygen species; Antioxidant; Male infertility; Semen","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005517635,0.0003377129,0.0002583358,0.0003575588,0.0002575621,0.0003248509,0.0002335212,0.0003976691,0.003728965],"category_scores_gemma":[0.0005523302,0.000185283,0.0002503998,0.0002843064,0.0003072667,0.0002191999,0.0001470995,0.000288863,0.0002333514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004785123,"about_ca_system_score_gemma":0.0004199046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004544826,"about_ca_topic_score_gemma":0.004643373,"domain_scores_codex":[0.9996966,0.0001143535,0.00002452082,0.00006200819,0.00006742489,0.00003501782],"domain_scores_gemma":[0.9995568,0.00009766906,0.0001606171,0.00002947659,0.00008671272,0.00006866165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0210684,0.002111661,0.4514614,0.00136524,0.0009944392,0.0007564956,0.0008614916,0.0006387968,0.4688169,0.0002110987,0.0006652407,0.05104884],"study_design_scores_gemma":[0.0003582399,0.04050818,0.6882696,0.00008840311,0.0009165808,0.002828775,0.0004546451,0.0006253594,0.2608189,0.000133822,0.004961366,0.00003618854],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921843,0.006386405,0.0003336158,0.00007313452,0.00001378415,0.00005126744,0.0002935998,0.00000943661,0.0006543116],"genre_scores_gemma":[0.9964445,0.001216866,0.0002698406,0.00007559684,0.00001980925,0.00001886235,0.0003821152,0.000002846692,0.001569499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004544826,"threshold_uncertainty_score":0.0124746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247447620356117,"score_gpt":0.2954538564414091,"score_spread":0.2829793802378479,"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."}}