{"id":"W2807942342","doi":"10.1530/rep-18-0186","title":"Expression of atresia biomarkers in granulosa cells after ovarian stimulation in heifers","year":2018,"lang":"en","type":"article","venue":"Reproduction","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Follicular phase; Biology; Follicle; Ovarian follicle; Andrology; Atresia; Luteinizing hormone; Transcriptome; Internal medicine; Granulosa cell; Endocrinology; Follicular atresia; Embryo; Oocyte; Hormone; Gene expression; Medicine; Cell biology; Genetics; Gene; Anatomy","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":[0.0008005972,0.00009618788,0.0002035054,0.0002282506,0.00002115681,0.000002004198,0.00003230592,0.0001292148,0.0000903023],"category_scores_gemma":[0.0002527663,0.00008304272,0.00004279158,0.0003703938,0.0001863229,0.0001218714,0.00001978293,0.0001169741,0.00001414833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007797842,"about_ca_system_score_gemma":0.00003299165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001419852,"about_ca_topic_score_gemma":0.00003051088,"domain_scores_codex":[0.9986613,0.0001391335,0.0003309127,0.000611264,0.0001136175,0.0001437109],"domain_scores_gemma":[0.9991698,0.00001583263,0.00008584511,0.0005869212,0.0001104914,0.00003107605],"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":[0.008377318,0.0001974407,0.4293192,0.00005132997,0.00001049607,0.000004803509,0.0004746452,0.00001513527,0.557439,0.000003161603,0.00007790323,0.004029625],"study_design_scores_gemma":[0.0005057399,0.0001380133,0.6575863,0.00006682305,0.000009389786,0.000005662302,0.00005158992,0.00004447192,0.34119,0.0001683136,0.0001861255,0.00004751989],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978932,0.0002520386,0.0001271168,0.0004141987,0.0004378574,0.0004484147,0.000001493194,0.00002174579,0.0004039806],"genre_scores_gemma":[0.9987471,0.00002011509,0.0007542127,0.0000157146,0.0003348325,0.00001738343,0.00001344733,0.000008132221,0.00008909511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2282671,"threshold_uncertainty_score":0.3386384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588699333621554,"score_gpt":0.2799477128321168,"score_spread":0.2640607194959013,"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."}}