{"id":"W2115618526","doi":"10.1095/biolreprod66.1.38","title":"Manipulation of Follicular Development to Produce Developmentally Competent Bovine Oocytes1","year":2002,"lang":"en","type":"article","venue":"Biology of Reproduction","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":273,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; L'Alliance Boviteq","funders":"","keywords":"Biology; Follicular phase; Human fertilization; Embryo; Oocyte; In vitro fertilisation; Embryo transfer; Embryogenesis; Endocrinology; Follicle; Internal medicine; Andrology; Embryo culture; Ovulation; In vitro maturation; Hormone; Anatomy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006636467,0.0001515304,0.0003968709,0.0001653518,0.00006246509,0.000001177751,0.00008189384,0.0001298909,0.0001288386],"category_scores_gemma":[0.0004997653,0.0001278522,0.000066265,0.0002765215,0.0001714662,0.00004677055,0.00005869522,0.00009695561,0.00005326297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009142519,"about_ca_system_score_gemma":0.00005195997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001558345,"about_ca_topic_score_gemma":0.000002678067,"domain_scores_codex":[0.9982579,0.00008207859,0.0005844478,0.0007629392,0.0001264459,0.0001862349],"domain_scores_gemma":[0.9987116,0.0000143879,0.0002253105,0.0006215936,0.0003643037,0.00006279391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002125856,0.000781218,0.2607559,0.0001869503,0.0002447458,0.000002800606,0.0008510052,0.00001369106,0.6175604,0.0001420862,0.0004752867,0.11686],"study_design_scores_gemma":[0.0003122131,0.0004593448,0.5550145,0.00002871209,0.00002172815,0.00006233874,0.00003201633,0.000007551755,0.4233234,0.00003638406,0.02061515,0.00008673785],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934777,0.002355478,0.0009797066,0.001397291,0.0004372893,0.0007703257,0.000002546219,0.00004577624,0.0005338607],"genre_scores_gemma":[0.9796448,0.00006297277,0.01932457,0.00003861664,0.0001682464,0.00003195665,0.00007662638,0.00001002769,0.0006421726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2942585,"threshold_uncertainty_score":0.5213661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05184379411429891,"score_gpt":0.2803391937346306,"score_spread":0.2284953996203317,"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."}}