{"id":"W2211008997","doi":"10.1071/rdv28n2ab249","title":"249 OPTIMIZING DONOR EFFICIENCY WITH FOLLICLE STIMULATING HORMONE SUPERSTIMULATION IN A COMMERCIAL IN VITRO FERTILIZATION PROGRAM IN HOLSTEINS","year":2015,"lang":"en","type":"article","venue":"Reproduction Fertility and Development","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq; Cegep de Saint Hyacinthe","funders":"","keywords":"Antral follicle; Follicular phase; Estrous cycle; Andrology; Controlled ovarian hyperstimulation; In vitro fertilisation; Human fertilization; Follicle; Blastocyst; Biology; Embryo; Gynecology; Medicine; Endocrinology; Embryogenesis; Anatomy","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":[0.001740365,0.0002013714,0.0003912928,0.0002921833,0.00008861398,0.00002143676,0.00004864852,0.0001420934,0.00000313205],"category_scores_gemma":[0.0006105253,0.0001747408,0.0000207726,0.0007254419,0.0001262759,0.0002729654,0.00005317456,0.0002864678,0.000002916106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004861357,"about_ca_system_score_gemma":0.0002759299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002208597,"about_ca_topic_score_gemma":0.0002630788,"domain_scores_codex":[0.9976864,0.000172913,0.0006334258,0.0009326908,0.0002459073,0.0003286191],"domain_scores_gemma":[0.9992307,0.00003242794,0.00008272884,0.0003638555,0.0001758261,0.0001144277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03269547,0.001957561,0.8505407,0.0000975869,0.00001763586,0.00001888431,0.008179074,0.005560952,0.01150807,0.000003709704,0.000002606992,0.08941773],"study_design_scores_gemma":[0.003762183,0.0004431682,0.9776724,0.00007113641,0.00000823456,0.00001183577,0.0007524508,0.00611016,0.01084418,0.00004361281,0.00009920025,0.0001814124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959639,0.000548501,0.001039139,0.0006058795,0.00008092613,0.001518223,7.921741e-7,0.00007899859,0.0001636127],"genre_scores_gemma":[0.990871,0.000008941881,0.008827031,0.00003329486,0.00003355284,0.0001302035,0.000060953,0.00001232319,0.00002270865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1271317,"threshold_uncertainty_score":0.7125724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06002848995859166,"score_gpt":0.3055823057932885,"score_spread":0.2455538158346968,"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."}}