{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002707094,0.0002223599,0.0006628297,0.0005252312,0.00004064912,0.00002620493,0.00005463053,0.0001971069,0.0002577657],"category_scores_gemma":[0.0001979719,0.000174054,0.00008054171,0.000371464,0.0001512896,0.0003447009,0.00001986521,0.0003615942,0.000008802781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000139781,"about_ca_system_score_gemma":0.0001845816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001423067,"about_ca_topic_score_gemma":0.00006966187,"domain_scores_codex":[0.9984433,0.00009285018,0.0006598774,0.0002545812,0.0002915262,0.0002578537],"domain_scores_gemma":[0.9987994,0.000110729,0.0004985329,0.0001839477,0.0002728902,0.0001344839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002309242,0.0002457992,0.8429139,0.0000980117,0.0002221657,0.0006135166,0.0006240005,0.001920829,0.149059,0.0001023898,0.00001826189,0.001872913],"study_design_scores_gemma":[0.009862061,0.005823253,0.95008,0.0005972906,0.0006423739,0.01346508,0.000589448,0.00735014,0.0110961,0.0001491285,0.00008761123,0.0002574676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981733,0.0001896859,0.0004509328,0.0004074374,0.0003337797,0.0003632483,0.000003822263,0.00001354299,0.00006423927],"genre_scores_gemma":[0.9963691,0.00007205758,0.003182486,0.0001587556,0.0001408546,0.000001047261,0.00002132036,0.00003071178,0.00002366049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1379629,"threshold_uncertainty_score":0.7097717,"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."}}