{"id":"W1824745145","doi":"10.1111/hdi.12337","title":"A maintenance hemodialysis diabetic patient with unexplained pulmonary and gastrointestinal involvement","year":2015,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Urologic and reproductive health conditions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Urethrostomy; Penectomy; Surgery; Biopsy; Radiology; Penis","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":[0.0002998587,0.0001996227,0.0003272204,0.0002488959,0.00009689471,0.0000276344,0.00009609922,0.00004375455,0.0001536236],"category_scores_gemma":[0.0003299387,0.0001458271,0.00008700706,0.0002562801,0.0002280733,0.0001172366,0.00009133472,0.0001998832,0.00003973119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002395395,"about_ca_system_score_gemma":0.0002099168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005854623,"about_ca_topic_score_gemma":0.0000134962,"domain_scores_codex":[0.9981689,0.00006661005,0.0003506989,0.0005309411,0.0005878779,0.0002949128],"domain_scores_gemma":[0.9984869,0.00006869216,0.0001629344,0.0002989114,0.0006300829,0.0003524487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004391009,0.003277339,0.9308516,0.0001511891,0.001426948,0.002235784,0.002499589,0.001277382,0.005005406,0.004192068,0.01348641,0.03120526],"study_design_scores_gemma":[0.02914246,0.01233376,0.7127393,0.00157748,0.003703364,0.02679139,0.01054454,0.09212288,0.005290172,0.01441753,0.08841096,0.002926201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688002,0.0001659795,0.006388497,0.01210755,0.0002174031,0.0004773377,0.00003801201,0.00009335604,0.01171165],"genre_scores_gemma":[0.9865716,0.00002209656,0.0103649,0.00153764,0.0002799609,0.0001356132,0.0002146442,0.00001879946,0.0008547708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2181123,"threshold_uncertainty_score":0.5946658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395739441167254,"score_gpt":0.2566815780024825,"score_spread":0.23272418359081,"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."}}