{"id":"W2006213718","doi":"10.1046/j.1492-7535.2003.01221.x","title":"Drug-Related Problems in Hemodialysis Patients","year":2003,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Polypharmacy; Psychological intervention; Clinical pharmacy; Clinical significance; Dialysis; Internal medicine; Pharmacy; Intensive care medicine; Adverse effect; Emergency medicine; Family medicine","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":[0.0003895381,0.0001581442,0.0004617117,0.0008808261,0.0007047283,0.0005138279,0.0001701691,0.0004945535,0.001276649],"category_scores_gemma":[0.001678535,0.0001697562,0.0002992723,0.0009650877,0.0001936699,0.000530182,0.0004275538,0.0006406488,0.000168917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003025742,"about_ca_system_score_gemma":0.0003445249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001738185,"about_ca_topic_score_gemma":0.002348747,"domain_scores_codex":[0.9994853,0.0001431886,0.00009079246,0.00007489067,0.0001318628,0.00007395128],"domain_scores_gemma":[0.9985672,0.000276861,0.0007652537,0.00003763859,0.00009699289,0.0002559229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004254346,0.0001064164,0.9977984,0.00001356237,0.00001038886,0.0001519975,0.00007675977,0.000009778679,0.00007846086,0.000008728647,0.00006072453,0.001642131],"study_design_scores_gemma":[0.000005164429,0.0002377221,0.9983922,0.00001047815,0.000009039831,0.0008417051,0.0002248641,0.00006914346,0.00003057891,0.00001887172,0.0001570604,0.000003170645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986722,0.0005213903,0.00004357657,0.00005984434,0.000005223986,0.00002124872,0.0001179429,0.000002263675,0.0005562555],"genre_scores_gemma":[0.9992361,0.000263964,0.0001299461,0.00008755177,0.00001798945,0.00001904738,0.0001110929,6.254984e-7,0.0001336127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001738185,"threshold_uncertainty_score":0.004270792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04600943095916927,"score_gpt":0.3385638685757901,"score_spread":0.2925544376166209,"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."}}