{"id":"W2121011275","doi":"10.1007/s10815-013-0169-9","title":"Pregnancy with oocytes characterized by narrow perivitelline space and heterogeneous zona pellucida: is intracytoplasmic sperm injection necessary?","year":2014,"lang":"en","type":"article","venue":"Journal of Assisted Reproduction and Genetics","topic":"Ovarian function and disorders","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Key Research and Development Program of China; Independent Innovation Foundation of Shandong University; School of Medicine, New York University; Natural Science Foundation of Shandong Province; York University; Shandong University","keywords":"Zona pellucida; Perivitelline space; Intracytoplasmic sperm injection; Andrology; Oocyte; Pregnancy; Sperm; Biology; Medicine; In vitro fertilisation; Cell biology; Embryo; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002222682,0.0001776302,0.0003352533,0.0001558789,0.000110573,0.00005893616,0.00003352957,0.000105531,0.00007809588],"category_scores_gemma":[0.00006813728,0.000135262,0.00006068176,0.0001751367,0.0001201423,0.0001097625,0.0000137527,0.0002508125,0.000002729891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002697145,"about_ca_system_score_gemma":0.00005098469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000307996,"about_ca_topic_score_gemma":0.000001906421,"domain_scores_codex":[0.9988592,0.00006897167,0.0003808814,0.0002932448,0.000252328,0.0001453419],"domain_scores_gemma":[0.9989164,0.00002081104,0.0003845188,0.0002300613,0.0002667094,0.0001814836],"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":[0.00730533,0.001370042,0.07508998,0.0009817882,0.0007710772,0.00007078086,0.002784105,0.0003332339,0.3679669,0.00002507306,0.006796166,0.5365056],"study_design_scores_gemma":[0.02779109,0.01944316,0.163622,0.001311509,0.002013451,0.06391717,0.002832844,0.003583012,0.2716162,0.0002261752,0.4422727,0.001370766],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822136,0.008674232,0.0031166,0.00508975,0.0004282526,0.000229923,0.000002893171,0.00002512032,0.0002195958],"genre_scores_gemma":[0.9912028,0.003762929,0.00174795,0.0003885079,0.0005338489,0.000002638565,0.000009260219,0.00002856191,0.002323541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5351348,"threshold_uncertainty_score":0.5515824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009324157345169677,"score_gpt":0.2260845588255937,"score_spread":0.216760401480424,"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."}}