{"id":"W3003548226","doi":"10.14740/jmc3413","title":"A Real Neglected Problem With a Grave Prognosis: Nephrogenic Ascites","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ascites; Paracentesis; Abdominal pain; Peritoneal dialysis; Hemodialysis; Nausea; Internal medicine; Gastroenterology; Surgery","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":[0.0002357736,0.0001356814,0.0004568453,0.0001059994,0.00003850904,0.00003932391,0.0001554218,0.00006931588,0.0004075138],"category_scores_gemma":[0.0006110157,0.00007317842,0.0002362699,0.0004317819,0.0001004599,0.00006348452,0.00005202842,0.0003183374,0.00001226278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003181005,"about_ca_system_score_gemma":0.0004991804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002478966,"about_ca_topic_score_gemma":0.00001054159,"domain_scores_codex":[0.9973354,0.00007626112,0.0004896957,0.0001452066,0.001751357,0.0002020525],"domain_scores_gemma":[0.9983181,0.0000976171,0.0002575379,0.00008500748,0.0002395284,0.001002243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02347274,0.008235934,0.05069702,0.00374347,0.01319058,0.1997476,0.005334286,0.00009130711,0.01906854,0.002263918,0.5400436,0.1341111],"study_design_scores_gemma":[0.08208729,0.1083542,0.3084429,0.01780912,0.03304018,0.04476343,0.01151371,0.007690715,0.009262615,0.0008510317,0.3735648,0.00262006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390086,0.001980643,0.0003579847,0.0570301,0.0000490766,0.000365712,0.000003978018,0.0000417682,0.001162171],"genre_scores_gemma":[0.9926179,0.0009436151,0.001608176,0.003960413,0.0007987803,0.00001005183,0.000006281954,0.000018165,0.00003660379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2577459,"threshold_uncertainty_score":0.4461991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023823613364075,"score_gpt":0.278219209507258,"score_spread":0.254395596143183,"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."}}