{"id":"W3205009816","doi":"10.1071/rd21282","title":"Nurturing the egg: the essential connection between cumulus cells and the oocyte","year":2021,"lang":"en","type":"article","venue":"Reproduction Fertility and Development","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quebec Network for Research on Aging; Université Laval; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","funders":"","keywords":"Oocyte; Oogenesis; Reproductive technology; Folliculogenesis; Gamete; Gametogenesis; Somatic cell","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":[0.0005609703,0.0003033275,0.0004840525,0.0002831057,0.0004536,0.001069517,0.0004735116,0.0006810403,0.001564048],"category_scores_gemma":[0.0006957515,0.0001394345,0.0002346659,0.0002280974,0.0008045654,0.001278842,0.0008144078,0.000859943,0.0005084545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004898023,"about_ca_system_score_gemma":0.0008883749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007447809,"about_ca_topic_score_gemma":0.00135943,"domain_scores_codex":[0.999709,0.00006820244,0.00002198625,0.00005100299,0.00008948964,0.00006038518],"domain_scores_gemma":[0.9997303,0.00007566198,0.0000573962,0.00001906901,0.00006216375,0.00005535131],"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":[0.000434579,0.0000355367,0.003412568,0.009197094,0.0002113023,0.003511336,0.001147526,0.0005842988,0.6200123,0.06273606,0.005559235,0.2931582],"study_design_scores_gemma":[0.0000441756,0.0006124924,0.02485987,0.00153785,0.0003562399,0.007350897,0.001403502,0.0008829371,0.2266537,0.0190236,0.7172043,0.00007045076],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08529872,0.8523823,0.024693,0.006037318,0.001647235,0.00009111619,0.0002738069,0.0001664172,0.02941013],"genre_scores_gemma":[0.5976973,0.373282,0.01376693,0.001824249,0.001042734,0.00006752428,0.0003113315,0.00006864398,0.01193925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001564048,"threshold_uncertainty_score":0.005232275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278952554214404,"score_gpt":0.2695856771527422,"score_spread":0.2416904217313018,"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."}}