{"id":"W6901735566","doi":"10.60692/c78jd-jv248","title":"RNA profiles reveal signatures of future health and disease in pregnancy","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Pregnancy; Transcriptome; Disease; Identification (biology); Pathophysiology; Body mass index; Fetus; RNA","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006151825,0.0002147315,0.0003148291,0.0005883519,0.000251023,0.0009148542,0.0001938812,0.0004387115,0.0008353422],"category_scores_gemma":[0.002114076,0.000172264,0.0002170402,0.0007108702,0.0002953804,0.0003313917,0.0004666756,0.0004394197,0.000383704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002479943,"about_ca_system_score_gemma":0.0001807928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007297182,"about_ca_topic_score_gemma":0.001085155,"domain_scores_codex":[0.9995541,0.0001080156,0.00003127046,0.0001605638,0.00008416518,0.00006190068],"domain_scores_gemma":[0.9989629,0.0004030176,0.0003576812,0.000124011,0.0001053645,0.00004694491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007954745,0.00005095454,0.7315356,0.0003028207,0.0003497338,0.0006252722,0.0009407691,0.001598072,0.1959121,0.001182513,0.001565326,0.06514142],"study_design_scores_gemma":[0.00000659546,0.0002457446,0.9790385,0.00006171055,0.00008307405,0.001046767,0.0002971835,0.002700263,0.008743726,0.00173983,0.006010575,0.00002608393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718598,0.006943392,0.01050051,0.0004877537,0.00007180888,0.00004496,0.006856102,0.0001277505,0.003107832],"genre_scores_gemma":[0.9883351,0.002363482,0.004235183,0.0003237916,0.00006202444,0.0000818284,0.003751139,0.00002780362,0.0008196488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009148542,"threshold_uncertainty_score":0.0032534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02292392064992979,"score_gpt":0.2371991132219687,"score_spread":0.2142751925720389,"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."}}