{"id":"W6888500773","doi":"10.20381/ruor-30981","title":"Placental Abruption: Clinical Indicators, Histological Findings, and its Impact on Neonatal Health","year":2025,"lang":"en","type":"dissertation","venue":"University of Ottawa - Library","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Placental abruption; Pregnancy; Fetus; Premature birth; Neonatal mortality; Placenta; Gestation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001405042,0.0002003704,0.0002236694,0.001633406,0.0006696883,0.001337837,0.0005714592,0.0002074556,0.001480142],"category_scores_gemma":[0.006210414,0.0001324306,0.000213127,0.002429309,0.000610817,0.0002769584,0.0005640797,0.0004647437,0.0001929909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006802666,"about_ca_system_score_gemma":0.01017137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6716365,"about_ca_topic_score_gemma":0.7490216,"domain_scores_codex":[0.999371,0.0001063695,0.00003435088,0.00006432517,0.0002491607,0.0001749363],"domain_scores_gemma":[0.9981267,0.0003983357,0.0005496427,0.00008009272,0.0004939853,0.0003512733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003427861,0.00001047416,0.9942106,0.0000166672,0.00001211381,0.00006246396,0.0002587319,0.0000354277,0.00007960626,0.0000436937,0.0002259262,0.005010033],"study_design_scores_gemma":[8.466591e-7,0.00001005453,0.9991701,0.0000130695,0.000006694187,0.00005020856,0.0004775782,0.00005883459,0.00003441082,0.0000176041,0.0001586015,0.000001950555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938238,0.001137634,0.0001687706,0.000455723,0.000006619417,0.00003764668,0.001445684,0.000006556465,0.002917581],"genre_scores_gemma":[0.997906,0.0008302751,0.0003204709,0.0000313323,0.000007690885,0.000009281952,0.0005122208,0.000002368359,0.000380287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6716365,"threshold_uncertainty_score":0.6605946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022502382263686,"score_gpt":0.3232346660880269,"score_spread":0.3030096422653901,"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."}}