{"id":"W3203601082","doi":"10.1016/j.tice.2021.101663","title":"Metabolomics to understand placental biology: Where are we now?","year":2021,"lang":"en","type":"review","venue":"Tissue and Cell","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Metabolomics; Metabolome; Context (archaeology); Biology; Bioinformatics; Computational biology; Organism; Disease; Systems biology; Offspring; Placenta; Pregnancy; Physiology; Fetus; Medicine; Pathology; Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000081591,0.0003317397,0.001713931,0.00006862589,0.0000862595,0.0000172108,0.00008492124,0.0003041707,0.0001970267],"category_scores_gemma":[0.00000794719,0.0002501407,0.0001660482,0.0001508655,0.00006475389,0.00001963691,0.0001628136,0.0003063841,0.0001274314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000414596,"about_ca_system_score_gemma":0.0001015919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006348694,"about_ca_topic_score_gemma":0.00006416393,"domain_scores_codex":[0.9988972,0.00008183524,0.0002690266,0.0004154094,0.00007907274,0.0002574575],"domain_scores_gemma":[0.9993319,0.0000954557,0.00011211,0.0002884349,0.00002505147,0.0001470631],"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":[0.00002707576,0.0001228536,0.0001412425,0.04319602,0.0006795629,0.0003024723,0.0007232287,4.812042e-8,0.000009271182,0.0005088515,0.09132442,0.8629649],"study_design_scores_gemma":[0.0003218888,0.0001080967,0.000002432007,0.01593033,0.001417399,0.00006206762,0.000670982,8.85094e-8,0.00002454985,0.000052152,0.9811628,0.0002471739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001037708,0.9903505,0.00003999573,0.000694164,0.0002552861,0.0005788478,0.0001273572,0.00003132748,0.007912121],"genre_scores_gemma":[0.00001585105,0.9880531,0.0002591875,0.0001324319,0.0002010802,0.00002310342,0.000104984,0.00003329626,0.01117701],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8898384,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07319514053566731,"score_gpt":0.3478905152337445,"score_spread":0.2746953746980771,"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."}}