{"id":"W2975075366","doi":"10.4103/aja.aja_99_19","title":"Use of testicular sperm in couples with SCSA-defined high sperm DNA fragmentation and failed intracytoplasmic sperm injection using ejaculated sperm","year":2019,"lang":"en","type":"article","venue":"Asian Journal of Andrology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Intracytoplasmic sperm injection; Andrology; Sperm; Biology; DNA fragmentation; Human fertilization; Pregnancy rate; Infertility; Pregnancy; Gynecology; Medicine; Anatomy; 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":[0.0006800072,0.0001439087,0.0002240933,0.001204463,0.0003340155,0.0003416768,0.000206245,0.0002558805,0.000830176],"category_scores_gemma":[0.002872896,0.0001403727,0.0002666782,0.001006404,0.0004418493,0.0002543164,0.0002489881,0.0002073731,0.0001173194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002216912,"about_ca_system_score_gemma":0.0003811783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001470813,"about_ca_topic_score_gemma":0.001663244,"domain_scores_codex":[0.9994086,0.0002008783,0.00009395075,0.00008328991,0.0001629438,0.00005022313],"domain_scores_gemma":[0.9979025,0.0006338678,0.001108157,0.00008150143,0.0001478341,0.0001261176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004997504,0.000007188849,0.9935029,0.0000371213,0.00002414651,0.0009584703,0.0001164939,0.0000217519,0.0003514604,0.00002294271,0.0000511092,0.004856361],"study_design_scores_gemma":[0.00001066244,0.0003281137,0.9792225,0.00005577892,0.00009465972,0.01792108,0.0005757289,0.0001890309,0.0008037268,0.00004412854,0.0007474902,0.000007114003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947953,0.004396007,0.0001837423,0.00004426483,0.000008186812,0.00001194261,0.00009771918,0.000004680926,0.0004581978],"genre_scores_gemma":[0.9989669,0.0007539763,0.0001042711,0.00003012184,0.00001036439,0.000003948899,0.00008703202,0.000001095775,0.00004232789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001470813,"threshold_uncertainty_score":0.003596306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459144186957787,"score_gpt":0.2301403744349124,"score_spread":0.2155489325653345,"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."}}