{"id":"W2028659727","doi":"10.1016/j.fertnstert.2004.07.123","title":"Clinical outcome of intracytoplasmic sperm injection (ICSI) with frozen-thawed epididymal and testicular sperm with an investigation of chromosomal abnormalities in the sperm and ICSI pregnancies","year":2004,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Intracytoplasmic sperm injection; Sperm; Azoospermia; Testicular sperm extraction; Andrology; Sperm Retrieval; Obstructive azoospermia; Gynecology; Medicine; Semen; Cryopreservation; Pregnancy; Biology; Embryo; In vitro fertilisation; Infertility","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":[0.0002674905,0.0004257273,0.0006716748,0.000651606,0.0006780861,0.0006401635,0.0003958287,0.001195155,0.002587843],"category_scores_gemma":[0.00343174,0.0002396165,0.0005780195,0.0007202842,0.001157253,0.0003962527,0.0004271718,0.001092136,0.0005232919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007554668,"about_ca_system_score_gemma":0.0006375384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004610693,"about_ca_topic_score_gemma":0.002521054,"domain_scores_codex":[0.9995645,0.0000814207,0.00004275644,0.00008136652,0.00007076888,0.0001591296],"domain_scores_gemma":[0.9978442,0.000671967,0.0003246232,0.00007907459,0.0001913852,0.0008887642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009504583,0.0008448026,0.7937546,0.0001002914,0.0001467747,0.1704672,0.000856695,0.001149415,0.005697072,0.0005483094,0.001493882,0.01543637],"study_design_scores_gemma":[0.0001742948,0.003387337,0.9198331,0.00003106007,0.000104058,0.07334599,0.0004424418,0.0006010506,0.0007742121,0.0002846021,0.0009531585,0.00006872313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927488,0.0007234454,0.0001807163,0.0002013262,0.00004823919,0.00004357424,0.0005147025,0.00001292648,0.005526248],"genre_scores_gemma":[0.9982463,0.0002097017,0.0000431767,0.0001229779,0.00005772014,0.00001640296,0.0005441503,0.000006428485,0.0007532003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004610693,"threshold_uncertainty_score":0.009167671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04037082677653044,"score_gpt":0.2932613563327818,"score_spread":0.2528905295562514,"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."}}