{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001099727,0.0004052748,0.0002999413,0.0003651642,0.0004051543,0.0005908143,0.000338,0.0005422047,0.03365549],"category_scores_gemma":[0.005660816,0.0001977738,0.0006161477,0.0001303205,0.0001635327,0.0007960488,0.0008885246,0.0003674042,0.007886009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026652,"about_ca_system_score_gemma":0.0003491379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002055346,"about_ca_topic_score_gemma":0.0003790726,"domain_scores_codex":[0.9993625,0.0002778719,0.00007573325,0.00006378083,0.0001325699,0.0000874441],"domain_scores_gemma":[0.997373,0.001304119,0.0003143314,0.0001686065,0.0003199721,0.0005200224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005803524,0.007984756,0.1234676,0.002353718,0.0001570067,0.003047641,0.002074054,0.0001886747,0.02408648,0.0006503637,0.1043008,0.7258856],"study_design_scores_gemma":[0.003405157,0.05355904,0.6179807,0.002429859,0.0008328731,0.01525383,0.00544641,0.005885593,0.01526913,0.002295631,0.2772487,0.0003929879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8858551,0.002142723,0.0215693,0.007818556,0.001113727,0.01180382,0.005947922,0.007645686,0.05610326],"genre_scores_gemma":[0.9355453,0.001179773,0.04127907,0.003254764,0.0005001987,0.00779121,0.001598958,0.0001469148,0.008703776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03365549,"threshold_uncertainty_score":0.1125888,"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."}}