{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006648717,0.0007317851,0.0006562383,0.00173211,0.0007933049,0.002516103,0.001111213,0.002650531,0.0163771],"category_scores_gemma":[0.002607945,0.000349076,0.0005611163,0.001543289,0.001045261,0.003230796,0.001663935,0.001994697,0.005653345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327927,"about_ca_system_score_gemma":0.003489648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002011266,"about_ca_topic_score_gemma":0.002239483,"domain_scores_codex":[0.9989114,0.000295095,0.0001312521,0.0001396385,0.000411395,0.0001112924],"domain_scores_gemma":[0.9975773,0.001007555,0.0002840467,0.00009899223,0.0007653749,0.0002667501],"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":[0.0004347491,0.0002355308,0.002750276,0.004619076,0.00005426996,0.0003853267,0.0006601798,0.0008573253,0.01118293,0.00999767,0.1888229,0.7799999],"study_design_scores_gemma":[0.000031165,0.0008671287,0.005535579,0.001026889,0.00006205034,0.0008404956,0.0007277085,0.000275927,0.01095933,0.005853763,0.9737734,0.0000465179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01338794,0.7464345,0.01710643,0.1435232,0.02688333,0.0005954026,0.002290158,0.0003696135,0.04940937],"genre_scores_gemma":[0.05293419,0.7745914,0.01579086,0.01176197,0.02514122,0.0004602259,0.004131578,0.0001782468,0.1150103],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0163771,"threshold_uncertainty_score":0.0547868,"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."}}