{"id":"W2119411459","doi":"10.1093/humrep/dep465","title":"Sperm DNA: organization, protection and vulnerability: from basic science to clinical applications--a position report","year":2010,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":319,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre; McGill University","funders":"","keywords":"Vulnerability (computing); Sperm; Chromatin; DNA damage; Fertility; Infertility; Biology; Gynecology; Medicine; Computer science; DNA; Genetics; Computer security; Environmental health; Population","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":[0.001318453,0.0001114946,0.0001648374,0.000171499,0.0005067727,0.00007035241,0.00005176965,0.0001055928,0.0001493729],"category_scores_gemma":[0.00219569,0.0001069002,0.00003028955,0.0007882221,0.000262436,0.0001976266,0.00004200178,0.0003027945,0.00009671318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008175137,"about_ca_system_score_gemma":0.0001106235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001101795,"about_ca_topic_score_gemma":0.00001835712,"domain_scores_codex":[0.9980484,0.00003435288,0.0004213355,0.001050127,0.0003121527,0.0001335987],"domain_scores_gemma":[0.9979177,0.00001575973,0.0001420865,0.0009482105,0.0008110288,0.0001651904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000359321,0.0002449055,0.1570551,0.00001962301,0.00001245887,0.000007446459,0.0001040428,0.000003166711,0.8199561,0.0004597937,0.0002235773,0.02187787],"study_design_scores_gemma":[0.0003623703,0.0002015284,0.9021096,0.00001718162,0.00008991262,0.0009652477,0.00003658034,0.0000528681,0.08851825,0.001027737,0.006488473,0.0001302891],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869037,0.00001115447,0.008523573,0.001659946,0.0009610355,0.001298446,0.000001353849,0.0002957931,0.0003449424],"genre_scores_gemma":[0.9943326,0.000002554151,0.002097409,0.0001524783,0.002901388,0.00009735947,0.0001041707,0.00002102263,0.0002910412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7450544,"threshold_uncertainty_score":0.4359262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03164105605758335,"score_gpt":0.3285882760233537,"score_spread":0.2969472199657703,"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."}}