{"id":"W1965735343","doi":"10.1071/rd13061","title":"Cumulus cell gene expression associated with pre-ovulatory acquisition of developmental competence in bovine oocytes","year":2013,"lang":"en","type":"article","venue":"Reproduction Fertility and Development","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq; Université Laval","funders":"","keywords":"Oocyte; Blastocyst; Andrology; Biology; Ovulation; Follicular phase; In vitro maturation; Transcriptome; Gene expression; Endocrinology; Internal medicine; Gene; Embryogenesis; Embryo; Medicine; Genetics; Hormone","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":[0.0007394524,0.0001930934,0.0003695208,0.0001164321,0.0001165346,0.000008668289,0.00005422412,0.0001331658,0.0001359086],"category_scores_gemma":[0.0002153209,0.0001503346,0.00002507333,0.0002150292,0.0002283789,0.0002217866,0.00007345794,0.000182558,0.00001186108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002248528,"about_ca_system_score_gemma":0.0002489423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006680061,"about_ca_topic_score_gemma":0.00001357433,"domain_scores_codex":[0.9980461,0.0001197081,0.0005402874,0.0008097535,0.0002504386,0.0002336983],"domain_scores_gemma":[0.9990414,0.0000376283,0.0001691665,0.0003497051,0.0003026631,0.00009947645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004248905,0.000843892,0.695538,0.0001545623,0.00004321242,0.000003614041,0.001413531,0.0000108487,0.2925295,0.000001187094,0.00004026213,0.005172518],"study_design_scores_gemma":[0.0006463501,0.0001236609,0.6041535,0.00008316497,0.000007368745,0.00001125122,0.0001537448,0.0000141065,0.394604,0.00003324334,0.00007162641,0.00009801574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976863,0.0006965689,0.0002668466,0.0001787896,0.00008250949,0.0007970708,0.000002155644,0.0000540572,0.0002356552],"genre_scores_gemma":[0.9911719,0.00002421305,0.008283425,0.00004530976,0.00002102788,0.00008211817,0.00006977376,0.000009944209,0.0002922804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1020745,"threshold_uncertainty_score":0.6130466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01831671299717299,"score_gpt":0.2363287383835991,"score_spread":0.2180120253864261,"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."}}