{"id":"W2979058919","doi":"10.2196/15130","title":"A Smartphone App Is Feasible for Outpatient Cirrhotic Ascites Management","year":2019,"lang":"en","type":"article","venue":"Iproceedings","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ascites; Medicine; Cirrhosis; Paracentesis; Internal medicine; Emergency medicine; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006950826,0.0001096162,0.0001545662,0.0001026457,0.00004759916,0.00002561319,0.0000541545,0.00004255686,0.000202628],"category_scores_gemma":[0.000002479119,0.00009706684,0.00009101808,0.0001353957,0.00001287432,0.0001255109,0.00001265476,0.00004936967,0.0003789347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004035826,"about_ca_system_score_gemma":0.00001772173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009591836,"about_ca_topic_score_gemma":3.44067e-7,"domain_scores_codex":[0.9991901,0.000001136255,0.0001391528,0.0002515553,0.0002163188,0.0002017292],"domain_scores_gemma":[0.9996449,0.0000164383,0.00004379087,0.00009414351,0.0001013294,0.00009938543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005515741,0.001680458,0.8276094,0.02314163,0.003011577,0.00006439543,0.0222089,0.0000062323,0.03022912,0.01942386,0.0503082,0.01680053],"study_design_scores_gemma":[0.03613172,0.00440963,0.7810027,0.002855359,0.006932054,0.0000825426,0.007618443,0.002863765,0.1048776,0.008000982,0.04375945,0.001465765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838257,0.0001321645,0.0001876034,0.000521093,0.0001835638,0.001236253,0.00001856798,0.00009012617,0.01380489],"genre_scores_gemma":[0.9923362,0.00006706201,0.001048302,0.001325173,0.00007832936,0.00009712829,0.00005481663,0.00002078397,0.004972269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07464845,"threshold_uncertainty_score":0.4870565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0120742189867461,"score_gpt":0.2505651522573827,"score_spread":0.2384909332706366,"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."}}