{"id":"W4391873573","doi":"10.1093/jcag/gwad061.114","title":"A114 IMPROVING THE QUALITY OF PARACENTESIS PRACTICES IN PEOPLE WITH ADVANCED CIRRHOSIS IN AN AMBULATORY CARE SETTING","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ambulatory; Paracentesis; Medicine; Cirrhosis; Intensive care medicine; Internal medicine; Ascites","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003269941,0.0001672652,0.000229563,0.0005986548,0.00128755,0.0009997502,0.0005614177,0.0002753398,0.001879476],"category_scores_gemma":[0.009059955,0.0001264181,0.0004188935,0.001094752,0.0004906494,0.0003477225,0.001012041,0.0004747823,0.0001374201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005927786,"about_ca_system_score_gemma":0.01383135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1874433,"about_ca_topic_score_gemma":0.2376727,"domain_scores_codex":[0.9966465,0.001189682,0.0002791855,0.0002998535,0.0009847434,0.00060005],"domain_scores_gemma":[0.9911755,0.0009003851,0.002736612,0.0003040396,0.002263515,0.002619816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001482761,0.0004210587,0.9422325,0.0002346799,0.00004091003,0.0000793496,0.002886208,0.0001696513,0.0005385447,0.00007668182,0.00194756,0.05122445],"study_design_scores_gemma":[0.00001733111,0.0003670724,0.9971154,0.00005542858,0.00001324396,0.00002532795,0.001294478,0.0002299538,0.0001093244,0.00001629255,0.0007513324,0.000004864956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941935,0.0004400611,0.000391875,0.001716733,0.00002524886,0.0002211726,0.0006432529,0.00005144793,0.002316749],"genre_scores_gemma":[0.9983283,0.0001644225,0.000888268,0.0001525902,0.00001685911,0.00006628189,0.0001864928,0.000002166206,0.000194579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1874433,"threshold_uncertainty_score":0.3727046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093453079167914,"score_gpt":0.2838959868706348,"score_spread":0.2729614560789557,"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."}}