{"id":"W1516045839","doi":"10.1111/hdi.12158","title":"Pruritus in hemodialysis patients: Results from the <scp>J</scp>apanese <scp>D</scp>ialysis <scp>O</scp>utcomes and <scp>P</scp>ractice <scp>P</scp>atterns <scp>S</scp>tudy (<scp>JDOPPS</scp>)","year":2014,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Strong; Kyowa Hakko Kirin; Sanofi; Amgen","keywords":"Medicine; Hemodialysis; Dialysis; Odds ratio; Internal medicine; Quality of life (healthcare); Logistic regression; Gastroenterology","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.005959303,0.004806472,0.007047449,0.004827271,0.002192957,0.002239467,0.005944657,0.003271578,0.0001650819],"category_scores_gemma":[0.1731572,0.004406468,0.004044893,0.005400371,0.002438447,0.003633398,0.003040822,0.005022889,0.002694492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167476,"about_ca_system_score_gemma":0.001343026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002491129,"about_ca_topic_score_gemma":0.002087263,"domain_scores_codex":[0.9674956,0.00449658,0.007804956,0.007004921,0.007643964,0.005553955],"domain_scores_gemma":[0.8859534,0.09495886,0.006024399,0.006054321,0.003750099,0.003258877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001032631,0.006800935,0.5385964,0.0004940126,0.0104968,0.001222871,0.02625882,0.001255503,0.001268122,0.0005227048,0.4109685,0.002012072],"study_design_scores_gemma":[0.02951062,0.000834025,0.3979125,0.001269792,0.01265755,0.0007040281,0.03671779,0.01132219,0.009966371,0.004194262,0.4943623,0.000548574],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9370642,0.004535774,0.0009970717,0.001667155,0.004859681,0.003748149,0.00424989,0.001209034,0.04166909],"genre_scores_gemma":[0.9343234,0.003150622,0.001616473,0.008231144,0.005067301,0.001497147,0.01078035,0.0008807647,0.03445277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1671979,"threshold_uncertainty_score":0.9994336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371169878168486,"score_gpt":0.2608825950263484,"score_spread":0.2471708962446636,"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."}}