{"id":"W4410910344","doi":"10.1016/j.theriogenology.2025.117518","title":"Enhanced maturation of mouse immature oocytes using a novel three-dimensional culture system","year":2025,"lang":"en","type":"article","venue":"Theriogenology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital","funders":"Shenyang Science and Technology Bureau; National Key Research and Development Program of China; China Medical University; University of Science and Technology Liaoning","keywords":"Andrology; Cell biology; Biology; Medicine","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":[0.0002631588,0.000232343,0.0002749992,0.0002657515,0.0002718442,0.0008319003,0.0004764453,0.0004803354,0.0006663688],"category_scores_gemma":[0.0001686301,0.000199155,0.0003769639,0.0001849513,0.0001837448,0.0002919585,0.0004360799,0.0005931974,0.0003539923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004201566,"about_ca_system_score_gemma":0.0004283321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001204344,"about_ca_topic_score_gemma":0.002555029,"domain_scores_codex":[0.9997842,0.00001699168,0.00002063753,0.00003518751,0.0001175337,0.00002550622],"domain_scores_gemma":[0.9998646,0.00002782078,0.00003281856,0.00001941311,0.00003023434,0.00002508121],"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":[0.0000231161,0.00001648375,0.0001095399,0.00004044772,0.000004090739,0.00004440021,0.00002977466,0.000318088,0.9958755,0.0003206602,0.0001297348,0.003088254],"study_design_scores_gemma":[0.00002539637,0.0001021574,0.00234667,0.00001771445,0.00003565064,0.0004154515,0.00003342967,0.008307236,0.9755426,0.0001385815,0.01299316,0.00004194996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8088892,0.008140698,0.167236,0.0006834032,0.0005773674,0.000248812,0.00129316,0.000949254,0.011982],"genre_scores_gemma":[0.8975207,0.003318104,0.0926078,0.0002424991,0.00006453214,0.000276119,0.001019045,0.0001406698,0.004810585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001204344,"threshold_uncertainty_score":0.00304842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091694808330258,"score_gpt":0.2786442296183193,"score_spread":0.2577272815350167,"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."}}