{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002201042,0.0006368024,0.0006232433,0.0008663401,0.00239276,0.001318552,0.0004904589,0.001896742,0.004435464],"category_scores_gemma":[0.001885186,0.0002418724,0.0003289582,0.0006934372,0.0009953671,0.001785929,0.001373694,0.002068369,0.0007428809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005633555,"about_ca_system_score_gemma":0.0008787077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008245981,"about_ca_topic_score_gemma":0.00104394,"domain_scores_codex":[0.9996271,0.00006724067,0.00003420707,0.00007746885,0.00006322125,0.0001306888],"domain_scores_gemma":[0.9992778,0.0001128539,0.0002194105,0.00003420202,0.00007901318,0.0002767674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001311081,0.0001075949,0.07218059,0.0003361461,0.00004106219,0.8857812,0.001047369,0.0001512137,0.002355897,0.004065,0.00742006,0.02638262],"study_design_scores_gemma":[0.000007105896,0.0000411354,0.005464197,0.00009741927,0.00001869767,0.9867297,0.0007024442,0.0001391716,0.0002662704,0.00141546,0.005097609,0.00002082181],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8282326,0.07284452,0.009724356,0.04114478,0.002314643,0.0001164076,0.0005307266,0.0004141257,0.04467789],"genre_scores_gemma":[0.9767119,0.01142347,0.002166115,0.003449128,0.002128247,0.0000209988,0.000181534,0.00003421855,0.003884479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004435464,"threshold_uncertainty_score":0.01483804,"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."}}