{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009251235,0.0001925201,0.0002709569,0.0006559695,0.0003346239,0.0004280159,0.0001996962,0.0003113811,0.0004635701],"category_scores_gemma":[0.001741175,0.0002069497,0.0005673398,0.001096422,0.0002475053,0.0003936805,0.0004959865,0.000425832,0.0001121458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004200365,"about_ca_system_score_gemma":0.0003868638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01168358,"about_ca_topic_score_gemma":0.01605339,"domain_scores_codex":[0.999549,0.0001211396,0.00008788374,0.00007929192,0.0001000076,0.0000626231],"domain_scores_gemma":[0.9985838,0.0001995885,0.0006274969,0.00007887057,0.0002027774,0.0003076015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000681716,0.00003462348,0.9988739,0.0000105647,0.0000342572,0.00001847686,0.0001416201,0.00001426249,0.00008872651,0.000002342935,0.00004388994,0.0006692046],"study_design_scores_gemma":[0.000004946272,0.00006759582,0.999605,0.000002211175,0.00001480611,0.00004884268,0.0001515121,0.00003296658,0.00001556595,0.000001447825,0.00005363209,0.000001664522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995235,0.0001148275,0.00001738751,0.00001339372,0.000001187537,0.000007593649,0.0002277183,7.154089e-7,0.00009365292],"genre_scores_gemma":[0.9992772,0.0001000495,0.00004776597,0.00002736586,0.000005566375,0.00001079124,0.0004676405,7.733863e-7,0.00006278161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01168358,"threshold_uncertainty_score":0.02323115,"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."}}