{"id":"W2098818017","doi":"10.1093/molehr/gaq041","title":"OMICS in assisted reproduction: possibilities and pitfalls","year":2010,"lang":"en","type":"review","venue":"Molecular Human Reproduction","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Biology; Embryo; Oocyte; Reproduction; Metabolomics; Transcriptome; Single Embryo Transfer; Assisted reproductive technology; Computational biology; Bioinformatics; Pregnancy; Andrology; In vitro fertilisation; Genetics; Medicine; Infertility; Gene","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001934515,0.0005658743,0.001878332,0.0004834253,0.000167213,0.00004147043,0.0001464536,0.000918516,0.00003322177],"category_scores_gemma":[0.001296548,0.0004967023,0.0003878661,0.0004725729,0.0005927376,0.00009753423,0.0001299213,0.001687926,0.00002250544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002287081,"about_ca_system_score_gemma":0.0002193049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005358456,"about_ca_topic_score_gemma":0.00002158827,"domain_scores_codex":[0.9948016,0.00043543,0.001069158,0.003079439,0.0002454122,0.0003690038],"domain_scores_gemma":[0.9959868,0.00002754363,0.0004345724,0.003200621,0.000232413,0.0001180671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002077803,0.0004088428,0.000266726,0.007668164,0.0001791663,0.0001078285,0.0001363657,2.326481e-7,0.003446299,0.0003783797,0.00007109994,0.9871291],"study_design_scores_gemma":[0.0005538415,0.0003236658,0.01894236,0.002220813,0.001016528,0.003090865,0.00004869653,4.340129e-7,0.001140053,0.00165551,0.9703292,0.0006780238],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04897959,0.9466919,0.00001355252,0.0002976368,0.001060519,0.001972516,0.000006760539,0.0001448455,0.0008326227],"genre_scores_gemma":[0.002922409,0.9908865,0.0005077282,0.00003345743,0.001484189,0.0002139947,0.0004233372,0.0001007574,0.00342761],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9864511,"threshold_uncertainty_score":0.9997485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05425524998353306,"score_gpt":0.3552533974350562,"score_spread":0.3009981474515231,"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."}}