{"id":"W2120911011","doi":"10.1111/j.1542-4758.2011.00643.x","title":"Yellowish discoloration of dialyzer","year":2011,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anuria; Jaundice; Hemodialysis; Exacerbation; Uremia; Malaise; Bilirubin; Dialysis; Hepatitis; Viral hepatitis; Gastroenterology; Internal medicine; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009053334,0.00005950714,0.0001305048,0.00007040373,0.00001504841,0.000002940951,0.00007825863,0.00005344964,0.0013012],"category_scores_gemma":[0.00006343674,0.00005078466,0.0001001956,0.00008904707,0.00005163325,0.00005657186,0.00002483843,0.00006112576,0.00004155792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003654437,"about_ca_system_score_gemma":0.00006210835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004584277,"about_ca_topic_score_gemma":0.000005662279,"domain_scores_codex":[0.999324,0.000007727298,0.0002246197,0.0001271572,0.0002325776,0.0000839684],"domain_scores_gemma":[0.9995606,0.0000141086,0.00008245036,0.0001287085,0.0001409458,0.00007320169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004002212,0.003041531,0.5171387,0.0005697366,0.001160567,0.000142203,0.003302638,0.000004973313,0.3233188,0.01047861,0.01535666,0.1214834],"study_design_scores_gemma":[0.00201288,0.0001826914,0.1030969,0.00008652393,0.0001870562,0.00004820153,0.0001699277,0.0008009587,0.882283,0.001406654,0.0095334,0.0001918635],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8973771,0.00004277302,0.0006291275,0.0003507952,0.0003002112,0.00009325753,0.00002085433,0.00002101282,0.1011648],"genre_scores_gemma":[0.9952455,0.00002042203,0.002117239,0.000223191,0.0002092954,0.000009595236,0.000135656,0.000005666109,0.00203346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5589642,"threshold_uncertainty_score":0.9996117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02966939961850825,"score_gpt":0.2884087130407246,"score_spread":0.2587393134222163,"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."}}