{"id":"W2016597822","doi":"10.1111/j.2047-2927.2014.00193.x","title":"Assessing sperm chromatin and <scp>DNA</scp> damage: clinical importance and development of standards","year":2014,"lang":"en","type":"review","venue":"Andrology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Chromatin; Sperm; Sperm quality; Biology; Fertility; DNA damage; DNA; Computational biology; Andrology; Genetics; Medicine; Environmental health","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":[0.001221496,0.0002501968,0.001853988,0.0001075957,0.00006267641,0.00001933421,0.00005060863,0.0004679532,0.00003696022],"category_scores_gemma":[0.001097826,0.0001869473,0.0001067083,0.00008551191,0.0002327911,0.00004582223,0.00007391538,0.000342333,0.000005782847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000037561,"about_ca_system_score_gemma":0.0006895929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002274747,"about_ca_topic_score_gemma":0.00001000453,"domain_scores_codex":[0.9981343,0.000159216,0.0009011629,0.0004035423,0.0001909611,0.0002108051],"domain_scores_gemma":[0.9984438,0.0006005398,0.0004699136,0.0002465337,0.000103111,0.0001360732],"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":[0.000005353197,0.00005891583,0.01675799,0.009638382,0.0002377157,0.00007467714,0.00006987103,1.149837e-8,0.000006502077,0.00005398223,0.0007336587,0.9723629],"study_design_scores_gemma":[0.0008172122,0.000347167,0.02120821,0.002802495,0.0008546545,0.0007290911,0.00002452023,0.00001122333,0.000005605769,0.00002304103,0.973098,0.00007883292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08944432,0.9084117,0.0003428402,0.00001609676,0.0002659468,0.000350999,0.000008484712,0.0000272784,0.001132376],"genre_scores_gemma":[0.002916902,0.9932774,0.003126997,0.0001333851,0.0002836995,0.00001605661,0.0001299564,0.00003525213,0.00008040704],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9723643,"threshold_uncertainty_score":0.7623489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07685216287877926,"score_gpt":0.4150294748062443,"score_spread":0.338177311927465,"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."}}