{"id":"W2769424853","doi":"10.1093/biolre/iox149","title":"Successful in vitro maturation of oocytes: a matter of follicular differentiation","year":2017,"lang":"en","type":"review","venue":"Biology of Reproduction","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Università degli Studi di Milano; University of Connecticut","keywords":"Biology; Oocyte; Folliculogenesis; In vitro maturation; Follicular phase; In vitro fertilisation; Infertility; Ovarian follicle; Follicle; Growth differentiation factor-9; Human fertilization; Cell biology; Antral follicle; Andrology; Embryo; Endocrinology; Genetics; Embryogenesis; Pregnancy","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":[0.0007132799,0.000489285,0.0009893506,0.001627669,0.0003031557,0.001176803,0.0006834287,0.0008680104,0.002336597],"category_scores_gemma":[0.0009029988,0.0001844295,0.0002728379,0.001454925,0.0006997022,0.001436908,0.0005830548,0.001138326,0.00151483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000645322,"about_ca_system_score_gemma":0.001062497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009717172,"about_ca_topic_score_gemma":0.001200652,"domain_scores_codex":[0.9997361,0.00003583599,0.00005164952,0.00004853902,0.000103203,0.00002469246],"domain_scores_gemma":[0.9996512,0.0001595592,0.00005524325,0.00001225081,0.00009382508,0.00002795446],"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":[0.00004799329,0.00003210241,0.0002797878,0.01906481,0.00005576342,0.0002882681,0.0001254616,0.0002574666,0.006855458,0.007527886,0.01049618,0.9549689],"study_design_scores_gemma":[0.000006784877,0.0000825263,0.00117575,0.00263686,0.00006419987,0.001919664,0.0001071261,0.00005453484,0.002406762,0.002046239,0.9894831,0.00001644769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001761863,0.9979042,0.0002185934,0.0001819244,0.0001448955,0.000004618699,0.00001924643,0.000005757033,0.001344555],"genre_scores_gemma":[0.001215755,0.9978898,0.0002513936,0.000093388,0.0001157452,0.000005260201,0.00003003715,0.000001862908,0.0003967941],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002336597,"threshold_uncertainty_score":0.007816672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06836279401746947,"score_gpt":0.3696637694729071,"score_spread":0.3013009754554377,"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."}}