{"id":"W4415686018","doi":"10.3389/fbioe.2025.1632320","title":"A bioprinted model of pregnant human uterine myometrium","year":2025,"lang":"en","type":"article","venue":"Frontiers in Bioengineering and Biotechnology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba; Research Manitoba","funders":"National Institute of General Medical Sciences; National Institutes of Health; University of Nevada, Reno","keywords":"Myometrium; Prostaglandin; Receptor; Smooth muscle; Oxytocin; Uterine contraction; Prostaglandin E2; Hormone","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":[],"consensus_categories":[],"category_scores_codex":[0.00006056129,0.0001158053,0.0003144306,0.001099085,0.00001838711,0.000003786354,0.00009248014,0.0002767761,0.000002088551],"category_scores_gemma":[0.00004244057,0.0001065444,0.000037701,0.0005410488,0.0001434215,0.00001985373,0.00008330809,0.0002207002,1.94924e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003616746,"about_ca_system_score_gemma":0.00002154501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001454382,"about_ca_topic_score_gemma":0.000001422225,"domain_scores_codex":[0.9993182,0.000004121522,0.0002224097,0.0001999626,0.00005042199,0.0002048234],"domain_scores_gemma":[0.9996814,0.000004769443,0.00003039549,0.0002258063,0.00002055368,0.00003707322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00019359,0.0002170527,0.0515568,0.00154079,0.0002529726,0.0000702968,0.0001200831,0.000346222,0.8312159,0.0093478,0.001084485,0.104054],"study_design_scores_gemma":[0.004707633,0.0008826092,0.01978146,0.001912525,0.0001056445,0.00009660433,0.0002726898,0.2666225,0.696153,0.002520608,0.006460849,0.0004838722],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.867582,0.003309548,0.126922,0.001191002,0.0003093827,0.0002087766,0.00001682963,0.00018291,0.0002775369],"genre_scores_gemma":[0.9801545,0.001147049,0.01832289,0.00003578155,0.000008204624,0.00001139797,0.000006408899,0.000007992444,0.00030577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2662763,"threshold_uncertainty_score":0.4344755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007825953291626544,"score_gpt":0.242985773398469,"score_spread":0.2351598201068424,"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."}}