{"id":"W4413073382","doi":"10.54053/001c.138988","title":"THE CORRELATION BETWEEN DNA FRAGMENTATION INDEX (DFI), SPERM PARAMETERS, EUPLOIDY AND PREGNANCY OUTCOMES AFTER ICSI","year":2025,"lang":"en","type":"article","venue":"North American Proceedings in Gynecology and Obstetrics - Supplemental","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"DNA fragmentation; Sperm; Fertility; Andrology; Semen; Assisted reproductive technology; Pregnancy; Gynecology; Sperm motility; Medicine; Biology; Obstetrics; Infertility; Population; Apoptosis; Genetics","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":[0.0007614829,0.0002050444,0.0003038082,0.0007523387,0.0002976342,0.0004698096,0.0002637103,0.0003867222,0.002631563],"category_scores_gemma":[0.003831945,0.0001536377,0.0002789263,0.0006353281,0.0002601649,0.0003706149,0.0003193025,0.000505321,0.0002180694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002452493,"about_ca_system_score_gemma":0.0003151955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008202958,"about_ca_topic_score_gemma":0.0008476349,"domain_scores_codex":[0.9996831,0.00004772904,0.00004745861,0.00007492772,0.00009190261,0.00005492572],"domain_scores_gemma":[0.9980525,0.0006905126,0.0007005931,0.00007966506,0.0001695857,0.0003072561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002034259,0.00001736762,0.998149,0.00000706212,0.00002772388,0.00005904448,0.00002357053,0.00001867714,0.0001780464,0.000008435783,0.00003145494,0.001276229],"study_design_scores_gemma":[0.000006919625,0.0002659982,0.9986624,0.000006232935,0.00003273811,0.0005803808,0.00007988314,0.0001345246,0.00009706959,0.00002404628,0.0001068623,0.000002993394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987047,0.000702471,0.00008496321,0.0000314072,0.000006165077,0.000006570493,0.0001674898,0.000002427971,0.0002937966],"genre_scores_gemma":[0.9994996,0.0001209972,0.0000560717,0.000009185046,0.000006727734,0.000007382701,0.0001582713,9.245479e-7,0.0001409489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002631563,"threshold_uncertainty_score":0.008803487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0089205999785619,"score_gpt":0.2624223911803078,"score_spread":0.2535017912017459,"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."}}