{"id":"W4385798728","doi":"10.4314/ejhs.v33i3.10","title":"Sonographic Evaluation of Maternal Renal Echogenicity in Healthy Pregnant Women in the Niger Delta Region of Nigeria","year":2023,"lang":"en","type":"article","venue":"Ethiopian Journal of Health Sciences","topic":"Diagnosis and treatment of tuberculosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Echogenicity; Medicine; Pregnancy; Gestational age; Body mass index; Obstetrics; Parity (physics); Internal medicine; Ultrasound; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004170893,0.000145118,0.0001593802,0.0005131261,0.0002781824,0.0003026988,0.0001379204,0.0002076753,0.0008110498],"category_scores_gemma":[0.001713975,0.000238741,0.00009043721,0.000354036,0.0002781588,0.0002337406,0.0002228035,0.0002138039,0.00007609152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002736773,"about_ca_system_score_gemma":0.000305385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005354083,"about_ca_topic_score_gemma":0.008227203,"domain_scores_codex":[0.9998325,0.00005992072,0.00002846067,0.00002567909,0.00002107069,0.00003228679],"domain_scores_gemma":[0.9996377,0.0001216496,0.0001409412,0.00001243511,0.0000324789,0.00005462705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004710392,0.00002462695,0.9961588,0.00001568867,0.000004312273,0.0008028955,0.0009448302,0.00001641648,0.0005400229,0.00002185844,0.00002968547,0.001393835],"study_design_scores_gemma":[0.000002822184,0.0001772987,0.992406,0.00004443493,0.00001000298,0.002657118,0.004149757,0.0001068793,0.0001844529,0.00002787453,0.000229561,0.000003801317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999393,0.0001716226,0.00003058441,0.00003429877,0.000002483254,0.000005385191,0.00003835296,7.858392e-7,0.0003235091],"genre_scores_gemma":[0.9994518,0.0002679384,0.0001032799,0.00001533293,0.000001871398,0.000005602628,0.00002536329,3.152355e-7,0.0001284205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005354083,"threshold_uncertainty_score":0.01064581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001946293094761,"score_gpt":0.3890837437329268,"score_spread":0.2888891144234507,"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."}}