{"id":"W1978825161","doi":"10.1007/s002610000035","title":"Four-year study of abdominal ultrasound in 900 Central African adults with AIDS referred for diagnostic imaging","year":2000,"lang":"en","type":"article","venue":"Abdominal Imaging","topic":"Diagnosis and treatment of tuberculosis","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton Health Sciences; McMaster University Medical Centre","funders":"","keywords":"Medicine; Hepatosplenomegaly; Hepatology; Abdominal pain; Population; Abdominal ultrasound; Pediatrics; Abdomen; Internal medicine; Radiology; Disease","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000248421,0.0003448616,0.0006621095,0.0002582405,0.00009673004,0.00005332836,0.0001560595,0.00003006796,0.0003269633],"category_scores_gemma":[0.0003076175,0.0002826003,0.0001546784,0.000355098,0.0001235572,0.00026172,0.00002405723,0.0001846146,0.0000160128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001718933,"about_ca_system_score_gemma":0.00007299699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001157361,"about_ca_topic_score_gemma":0.0002491336,"domain_scores_codex":[0.9977196,0.00006865885,0.0005411688,0.0005703439,0.0004266454,0.0006735362],"domain_scores_gemma":[0.9979926,0.001137655,0.0001410757,0.00040072,0.0001215193,0.0002064501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004238606,0.003411018,0.8878716,0.000117929,0.0001852378,0.0005684673,0.002292011,0.00006233483,0.0002183941,0.00001103926,0.0003991524,0.1006242],"study_design_scores_gemma":[0.02998341,0.003085437,0.9441606,0.001531718,0.001432747,0.0004196696,0.01573128,0.001257897,0.001269587,0.00006869504,0.000543513,0.000515438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947101,0.0002949467,0.00004587657,0.0007004143,0.00006340877,0.001647513,0.00002858743,0.00004239011,0.002466729],"genre_scores_gemma":[0.9959915,0.00008849346,0.00312386,0.0001694041,0.0001257824,0.0002906462,0.00003438596,0.00006275898,0.0001131159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1001088,"threshold_uncertainty_score":0.9999626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022598980671957,"score_gpt":0.2569657443050113,"score_spread":0.2467397544982917,"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."}}