{"id":"W2565307886","doi":"10.5339/qfarc.2016.hbpp2536","title":"Altered Gray Matter Volume and Structural Connectivity in Pediatric Cirrhotic","year":2016,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Conference Proceedings Volume 2016 Issue 1","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cirrhosis; Hepatic encephalopathy; Diffusion MRI; Gastroenterology; Medicine; Fractional anisotropy; Internal medicine; Magnetic resonance imaging; Lactulose; Hyperintensity; Neuroradiology; Pathology; Neurology; Radiology; Psychiatry","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":["insufficient_payload"],"category_scores_codex":[0.0008833554,0.0002153509,0.0002990421,0.0005778438,0.0001838302,0.00018979,0.0001746933,0.0001336147,0.004793183],"category_scores_gemma":[0.0002849859,0.000159459,0.00004241402,0.0004282465,0.000297413,0.001489355,0.00008686259,0.000337597,0.003062735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836414,"about_ca_system_score_gemma":0.0003710115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004202103,"about_ca_topic_score_gemma":0.0000619987,"domain_scores_codex":[0.9975492,0.00008003638,0.0003494718,0.0006321264,0.0007757539,0.0006134115],"domain_scores_gemma":[0.9978862,0.0001272785,0.00009569388,0.0001625957,0.00137423,0.0003539497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005332394,0.00006526172,0.9810515,0.0004348072,0.000038364,0.00001398314,0.002361595,5.296517e-8,0.002759455,0.0004876281,0.00562283,0.006631272],"study_design_scores_gemma":[0.002292437,0.0003679673,0.9894069,0.0002691382,0.00008290428,0.00003429124,0.0007979218,0.0006187965,0.0003589483,0.002037518,0.003483975,0.0002492084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915069,0.00008192962,0.000263349,0.005182447,0.0001317588,0.0007799095,0.00007378849,0.0000582721,0.001921683],"genre_scores_gemma":[0.9904725,0.0004601125,0.0001131516,0.00009780627,0.0003863723,0.00007000761,0.00006123971,0.00002697672,0.008311867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008355384,"threshold_uncertainty_score":0.9977135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03293744081576017,"score_gpt":0.3365645289874925,"score_spread":0.3036270881717323,"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."}}