{"id":"W1949032488","doi":"10.1073/pnas.1517466112","title":"Fourteen babies born after round spermatid injection into human oocytes","year":2015,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Institut National de la Recherche Agronomique; McGill University","keywords":"Spermatid; Intracytoplasmic sperm injection; Andrology; Oocyte; Spermatozoon; Biology; Human fertilization; Sperm; Germ cell; In vitro fertilisation; Medicine; Embryo; Anatomy; Cell biology; Genetics; Gene","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":[0.001507782,0.000069735,0.0001442277,0.0001068966,0.0001233544,0.000009821249,0.0002266539,0.00008149473,0.00001341252],"category_scores_gemma":[0.000945676,0.00004152935,0.00005269871,0.0003432481,0.001190972,0.0003895305,0.0000852603,0.000142311,0.000002646061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005751574,"about_ca_system_score_gemma":0.00003944623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001493748,"about_ca_topic_score_gemma":1.727522e-7,"domain_scores_codex":[0.9988496,0.00000803475,0.000234545,0.0002115369,0.0006029241,0.00009333617],"domain_scores_gemma":[0.9992528,0.00003043941,0.0001946209,0.00001006414,0.0004735328,0.00003852122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007758889,0.0001720553,0.6321205,0.0001641759,0.00005435699,1.61994e-8,0.00220898,0.000009817423,0.3500755,0.01146843,0.002326311,0.000623994],"study_design_scores_gemma":[0.0001687292,0.0001472789,0.7862268,0.00004208382,0.00001523851,0.00001563253,0.0003127346,0.00003948071,0.136525,0.07614662,0.0003198018,0.00004064159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872267,0.0002366548,6.973876e-7,0.004186112,0.0000280336,0.0001590054,0.000002197541,0.00001140454,0.008149145],"genre_scores_gemma":[0.9985824,0.000004414192,0.0007038494,0.0002298909,0.0001829744,0.00001041677,1.787967e-7,0.000002100827,0.0002838254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2135505,"threshold_uncertainty_score":0.4388187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07320280820854354,"score_gpt":0.3486044969122764,"score_spread":0.2754016887037328,"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."}}