{"id":"W4220703737","doi":"10.1016/j.domaniend.2022.106729","title":"Predictors of the ovarian superstimulatory response and oocyte collection in prepubertal heifers","year":2022,"lang":"en","type":"article","venue":"Domestic Animal Endocrinology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Internal medicine; Endocrinology; Antral follicle; Follicular phase; Oocyte; Follicular fluid; Follicle; Gonadotropin; Biology; Follicle-stimulating hormone; Ovarian follicle; Luteinizing hormone; Medicine; Andrology; Hormone; Embryo","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":[0.0003247228,0.0000953231,0.0002442647,0.0001262782,0.0001367977,0.000001261278,0.00008183916,0.00005332608,0.0001132611],"category_scores_gemma":[0.001002135,0.00007377397,0.00004973941,0.0002616129,0.0004849076,0.00002507688,0.0001795929,0.0003448339,9.12074e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001268442,"about_ca_system_score_gemma":0.0001941997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001211418,"about_ca_topic_score_gemma":0.0000103784,"domain_scores_codex":[0.9986152,0.0005091343,0.0002273996,0.0003228819,0.0001044647,0.0002208981],"domain_scores_gemma":[0.9993324,0.000274285,0.00005676939,0.0002641486,0.0000320326,0.00004034715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06894128,0.0002068504,0.9015043,0.0000213728,0.00007323434,0.00008409414,0.0008606461,0.00004230865,0.02772445,0.0003440187,0.00008631217,0.0001111022],"study_design_scores_gemma":[0.00161056,0.001539843,0.9933832,0.000005118064,0.00004377877,0.001078677,0.0003920723,0.000162612,0.0009289596,0.00007592062,0.0007231761,0.00005604612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973482,0.0003844621,0.000003641358,0.001057509,0.0003387711,0.0004071841,0.000008233512,0.00002155346,0.0004304458],"genre_scores_gemma":[0.999465,0.00001093924,0.00002499476,0.00009314402,0.00002687273,0.00005253149,0.000002998436,0.00000749139,0.0003160166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09187891,"threshold_uncertainty_score":0.3008415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0141548772760444,"score_gpt":0.2672870609412984,"score_spread":0.253132183665254,"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."}}