{"id":"W4392459173","doi":"10.1530/rep-23-0459","title":"Naked mole rat ovaries allow investigation of ovarian reserve, <i>in vitro</i> germ cell expansion, and oocyte <i>in vitro</i> maturation within a single sample","year":2024,"lang":"en","type":"article","venue":"Reproduction","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Amorfix (Canada); Hospital for Sick Children; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Andrew W. Mellon Foundation","keywords":"In vitro maturation; Oocyte; In vitro; Ovary; Andrology; Ovarian reserve; Germ cell; Biology; In vitro fertilisation; Cell biology; Ovarian tissue; Chemistry; Embryo; Medicine; Endocrinology; Biochemistry; Pregnancy; Infertility; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001711611,0.0001909639,0.0003740986,0.0002648567,0.00006420715,0.00003119374,0.00004995681,0.0001991704,0.000008990485],"category_scores_gemma":[0.0009631729,0.0001689956,0.00005872766,0.0006548272,0.0002413954,0.0004072086,0.00003940207,0.0003426689,0.00000415309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001391589,"about_ca_system_score_gemma":0.0001548284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005880969,"about_ca_topic_score_gemma":0.00004440212,"domain_scores_codex":[0.9976547,0.0002761459,0.0006200244,0.001029847,0.0002110033,0.0002082498],"domain_scores_gemma":[0.9988687,0.0001010018,0.0001550734,0.0006501118,0.0001622683,0.00006286069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01504824,0.0001380946,0.002879727,0.0004371159,0.00001777755,0.00001302663,0.001787702,0.00003885931,0.9775478,0.00004482615,0.0001535825,0.00189325],"study_design_scores_gemma":[0.0006253785,0.0001626529,0.09128989,0.0001287305,0.00003984342,0.00005546996,0.0001896299,0.0007762128,0.9032052,0.002683731,0.0007103174,0.0001329718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925775,0.002656102,0.0002857285,0.002753739,0.0007702241,0.000715701,0.00001218964,0.00009151284,0.0001373179],"genre_scores_gemma":[0.9948549,0.00008034035,0.004026166,0.00007918463,0.0003132931,0.00004719113,0.0002155615,0.00002309988,0.0003603072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08841016,"threshold_uncertainty_score":0.6891443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02280578842241393,"score_gpt":0.2509395896995741,"score_spread":0.2281338012771602,"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."}}