{"id":"W4206695028","doi":"10.1101/2022.01.06.475249","title":"Analysis of commonly expressed genes between first trimester fetal heart and placenta cell types in the context of congenital heart disease","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Congenital heart defects research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Placenta; Biology; Heart development; Context (archaeology); Fetus; Angiogenesis; Heart disease; Syncytiotrophoblasts; Gene; Bioinformatics; Endocrinology; Internal medicine; Pregnancy; Genetics; Medicine; Embryonic stem cell","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":[0.0005017563,0.0003421559,0.0009438786,0.002101965,0.000548457,0.0007455965,0.0003808868,0.0004306363,0.001999033],"category_scores_gemma":[0.001473488,0.0001565245,0.0009900649,0.002409205,0.0002567468,0.0002408837,0.0006839806,0.0003663971,0.0005370278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004290557,"about_ca_system_score_gemma":0.0009084234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003555208,"about_ca_topic_score_gemma":0.005290503,"domain_scores_codex":[0.9994175,0.00006403522,0.00005124737,0.0002584378,0.0001148929,0.00009387502],"domain_scores_gemma":[0.9993381,0.0003467485,0.0001180272,0.00004135349,0.00008967443,0.00006601567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002839013,0.0001340955,0.6574315,0.005353271,0.002058522,0.004317066,0.0009962335,0.006445892,0.2349409,0.001773406,0.008587952,0.07512214],"study_design_scores_gemma":[0.0001227809,0.0002803857,0.9126986,0.0005416471,0.00230156,0.004753851,0.001073763,0.01295311,0.02713046,0.002023942,0.03603889,0.00008111052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9172724,0.01145986,0.005266347,0.0002938932,0.0000944334,0.00006377325,0.062537,0.000314674,0.002697473],"genre_scores_gemma":[0.9127972,0.003880233,0.009585821,0.0003921855,0.00003952409,0.000183412,0.07147814,0.0001218344,0.001521608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003555208,"threshold_uncertainty_score":0.007069051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658321387621735,"score_gpt":0.2550346944734471,"score_spread":0.2384514805972298,"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."}}