{"id":"W3167094961","doi":"10.3389/fcell.2021.674162","title":"Omics Approaches to Study Formation and Function of Human Placental Syncytiotrophoblast","year":2021,"lang":"en","type":"review","venue":"Frontiers in Cell and Developmental Biology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute; Lawson Health Research Institute; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Syncytiotrophoblast; Function (biology); Biology; Computational biology; Placenta; Bioinformatics; Cell biology; Fetus; Pregnancy; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001478804,0.0002335851,0.00116952,0.0002253308,0.00007837857,0.000006354642,0.00004528787,0.0001963217,0.00000579897],"category_scores_gemma":[0.00001118284,0.0001886061,0.00005825972,0.0001572477,0.00008007389,0.00003458119,0.000184055,0.0001801466,0.00000146156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001063399,"about_ca_system_score_gemma":0.00006902858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006396621,"about_ca_topic_score_gemma":0.00001017732,"domain_scores_codex":[0.9988915,0.0001094901,0.0004568663,0.0003249527,0.00005665418,0.0001605248],"domain_scores_gemma":[0.9996982,0.00003124217,0.0001227617,0.00008196586,0.00001077324,0.00005500774],"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":[0.00008837095,0.0002750095,0.02241024,0.006425594,0.0003084324,0.00001228176,0.001913552,4.803764e-8,0.00002309295,0.00003018387,0.0005712135,0.967942],"study_design_scores_gemma":[0.01156156,0.006878012,0.02303826,0.02524971,0.00372719,0.0006060784,0.05532375,0.00001902673,0.0009509621,0.0005556435,0.8695877,0.002502074],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01879545,0.978591,0.0002630268,0.000006005835,0.0002609593,0.001007445,0.00002244692,0.000009127114,0.001044557],"genre_scores_gemma":[0.01405424,0.9810227,0.004307823,0.0000217647,0.00002529185,0.0001090712,0.0003487662,0.00001371377,0.00009668208],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9654399,"threshold_uncertainty_score":0.7691134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08058483648949476,"score_gpt":0.2793739597837658,"score_spread":0.1987891232942711,"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."}}