{"id":"W4408796481","doi":"10.1016/j.labinv.2024.103213","title":"979 Assessing the Value of Additional Placental Membrane Rolls for Detecting Maternal Inflammatory Response in Placentas with Isolated Fetal Inflammatory Response","year":2025,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Inflammatory response; Placenta; Fetus; Inflammation; Medicine; Value (mathematics); Fetal membrane; Immunology; Pregnancy; Biology; Computer science","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":[0.001298037,0.0005459426,0.0004932257,0.001605533,0.0003512157,0.001108436,0.0004287414,0.0006815289,0.001875954],"category_scores_gemma":[0.002771059,0.0002731744,0.0003755497,0.0007733617,0.000420077,0.0004799059,0.0003633861,0.0007019764,0.0004791734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002404252,"about_ca_system_score_gemma":0.0003178807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006938388,"about_ca_topic_score_gemma":0.000683631,"domain_scores_codex":[0.9992539,0.0002901776,0.00008827858,0.00009537183,0.0001785437,0.00009362015],"domain_scores_gemma":[0.9989241,0.000415338,0.0002862671,0.00009049725,0.0001714873,0.0001123684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005385143,0.0005622238,0.8909311,0.0003898322,0.0002626129,0.002904672,0.0005995531,0.0002273469,0.05043441,0.0003191028,0.0003730052,0.04761102],"study_design_scores_gemma":[0.0002203661,0.006664254,0.902933,0.0004199735,0.0009227964,0.009308135,0.002469807,0.003529942,0.06790242,0.0008324901,0.0047275,0.00006940292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902561,0.004059881,0.001482229,0.0001656106,0.00006772701,0.00008115375,0.0002432342,0.00003556351,0.003608442],"genre_scores_gemma":[0.9950063,0.001263703,0.002621883,0.0001234172,0.00005088201,0.00006481721,0.0001828955,0.000006529502,0.0006795238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001875954,"threshold_uncertainty_score":0.006864786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100521468377005,"score_gpt":0.2651797408645836,"score_spread":0.2551275940268831,"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."}}