{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001040641,0.0002142258,0.000653445,0.000360028,0.0001352343,0.000007085149,0.0001545241,0.0004614353,0.0009520883],"category_scores_gemma":[0.00001797254,0.0001925606,0.0002336958,0.0001662955,0.00006159294,0.0001505774,0.00006238293,0.0006467223,0.00002151687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009711867,"about_ca_system_score_gemma":0.0007207728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001416723,"about_ca_topic_score_gemma":0.00002915852,"domain_scores_codex":[0.9987647,0.0001001264,0.0003268707,0.0003698322,0.0002316288,0.0002068385],"domain_scores_gemma":[0.9991195,0.00008885615,0.0002678769,0.0001435729,0.00002082204,0.0003594108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01713115,0.001134381,0.738756,0.01000588,0.0006487363,0.001624547,0.002110312,8.824208e-7,0.00001171984,0.01346903,0.1217249,0.09338251],"study_design_scores_gemma":[0.00168346,0.001981161,0.945823,0.001387296,0.00008160528,0.00003923763,0.0008600418,0.0000287311,0.00005293667,0.00004158162,0.04783007,0.0001908483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788586,0.002591165,9.779362e-7,0.001514706,0.0003693754,0.0003831214,0.0004490289,0.00007509479,0.01575792],"genre_scores_gemma":[0.9507809,0.001910215,0.0001548179,0.0005279974,0.0001072992,2.002287e-7,0.003989227,0.00001629493,0.042513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2070671,"threshold_uncertainty_score":0.9999612,"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."}}