{"id":"W2037070766","doi":"10.2174/157016211797635955","title":"Accuracy of Ultrasound Imaging Technique for Assessing Lipoatrophy in HIV-Infected Subjects","year":2011,"lang":"en","type":"article","venue":"Current HIV Research","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Lipoatrophy; Ultrasound; Human immunodeficiency virus (HIV); Ultrasound imaging; Medicine; Radiology; Antiretroviral therapy; Virology; Viral load","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":[],"consensus_categories":[],"category_scores_codex":[0.0008240419,0.000129474,0.000272382,0.0007240248,0.000170545,0.00002078864,0.0001553128,0.0000711747,0.0001018333],"category_scores_gemma":[0.0009147885,0.0001143485,0.00007695087,0.0008870891,0.0001385904,0.0001527467,0.00005718741,0.0005868181,0.00007003208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002347229,"about_ca_system_score_gemma":0.0005192636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001178728,"about_ca_topic_score_gemma":0.000005901596,"domain_scores_codex":[0.9982208,0.0001593198,0.000413068,0.0003330731,0.0003353329,0.0005384199],"domain_scores_gemma":[0.9978899,0.0007897568,0.0001074299,0.0004553253,0.0005853312,0.0001722744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000338345,0.002826242,0.8923488,0.001455632,0.0000460157,0.00002801242,0.001528438,8.380997e-7,0.04417533,0.001712357,0.00439542,0.05114458],"study_design_scores_gemma":[0.007545392,0.0005914146,0.9117827,0.004463491,0.0001100045,0.0001086075,0.0005647723,0.001035694,0.05537999,0.004438181,0.01355773,0.0004219859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444795,0.005763486,0.02523454,0.0008953499,0.0002546423,0.008309339,0.000116118,0.000166692,0.0147803],"genre_scores_gemma":[0.9940339,0.0003334322,0.004641545,0.000007075001,0.00005619706,0.0006627876,0.0001528005,0.00002940834,0.00008286469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05072259,"threshold_uncertainty_score":0.4662997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1427721346844903,"score_gpt":0.4630029584489152,"score_spread":0.3202308237644249,"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."}}