{"id":"W4224230359","doi":"10.1111/hdi.13010","title":"Diagnosis of tuberculosis in dialysis and kidney transplant patients","year":2022,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Diagnosis and treatment of tuberculosis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tuberculosis; Dialysis; Hemodialysis; Sputum; Kidney disease; Internal medicine; Surgery; Retrospective cohort study; Lymph node; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001954881,0.0001532872,0.0004094871,0.0005589452,0.00006664479,0.00001458196,0.0001308121,0.00003956852,0.002541519],"category_scores_gemma":[0.0001263289,0.0001475007,0.0002467482,0.0003669657,0.00004690606,0.0000945986,0.0001085526,0.0001300963,0.000004782571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001990621,"about_ca_system_score_gemma":0.00004086271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003593456,"about_ca_topic_score_gemma":0.00003624644,"domain_scores_codex":[0.9983252,0.0000711163,0.0004361121,0.000335035,0.0006703057,0.0001622604],"domain_scores_gemma":[0.9993281,0.0001456523,0.0001155391,0.0001893874,0.00008817769,0.0001331532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001565897,0.002301241,0.9834308,0.00002737438,0.0006698128,0.00002253435,0.000415045,0.0000740784,0.00007825007,0.0001380503,0.001349312,0.01133689],"study_design_scores_gemma":[0.004122677,0.0002233761,0.9851708,0.00006933868,0.0007269239,0.000009866303,0.00006798519,0.0008277441,0.002198594,0.00008754156,0.006321481,0.0001736804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928638,0.0001502978,0.000006040421,0.003801324,0.0002023186,0.0002309007,0.0004301583,0.00001565818,0.002299477],"genre_scores_gemma":[0.9970732,0.000648765,0.0002766614,0.0007269573,0.00004060808,0.0004405875,0.0006812769,0.000017185,0.00009474377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01116321,"threshold_uncertainty_score":0.9983703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040117010206241,"score_gpt":0.2483812451676057,"score_spread":0.2379800750655433,"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."}}