{"id":"W4408776749","doi":"10.1016/j.labinv.2024.103188","title":"954 Characterizing Acute Villitis: Pathologic Findings and Clinical Outcomes in Mothers, Fetuses, and Neonates","year":2025,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Garlic and Onion Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Medicine; Fetus; Obstetrics; Pathology; Pregnancy; Biology","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":[0.0002927906,0.00009985401,0.0001909515,0.00001852181,0.0001268888,0.00005461064,0.00005421154,0.0001002179,0.000008779652],"category_scores_gemma":[0.0001430573,0.00004276188,0.0000192513,0.0002423006,0.0001858169,0.0001450912,0.00005978029,0.0001051696,0.000002859044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001191046,"about_ca_system_score_gemma":0.000009540037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006064992,"about_ca_topic_score_gemma":0.0001959563,"domain_scores_codex":[0.9992478,0.0001001548,0.0002281537,0.0002336102,0.00006218061,0.0001280591],"domain_scores_gemma":[0.9996197,0.0002062555,0.0000554013,0.00002916174,0.0000392975,0.00005014152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004443369,0.00001034604,0.97672,0.00000465578,0.00001386684,0.000003723285,0.0001436538,2.140949e-8,0.0163279,0.0007521386,0.0001103799,0.005908811],"study_design_scores_gemma":[0.0001539869,0.00004921458,0.9940739,0.00003290816,0.0000127221,7.161877e-7,0.0004098614,0.000008060944,0.0004345194,0.001414817,0.003326704,0.00008261733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936359,0.0003997088,6.762432e-7,0.00560942,0.0001008495,0.000116218,0.00003829352,0.00004364974,0.00005528462],"genre_scores_gemma":[0.9956162,0.0007097883,0.0001328688,0.003371044,0.00002816737,0.00001303422,0.00001792314,6.054491e-7,0.0001103607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01735381,"threshold_uncertainty_score":0.1743779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886829182828465,"score_gpt":0.266738085856375,"score_spread":0.2478697940280903,"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."}}