{"id":"W1585322507","doi":"10.1111/j.1492-7535.2004.0085v.x","title":"Chronic Hemodialysis in a Nigerian Teaching Hospital","year":2004,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dialysis; Medicine; Hemodialysis; Uremia; Dialysis adequacy; Medical prescription; Surgery; Intensive care medicine; Internal medicine; Nursing","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":[0.000231307,0.0002841195,0.0001712354,0.0003829258,0.003055836,0.0007780026,0.0002898769,0.0005994239,0.004199397],"category_scores_gemma":[0.0006128997,0.0003266755,0.0001393328,0.0005844093,0.0005121073,0.0005039731,0.0008203427,0.0005822029,0.0003550993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001499286,"about_ca_system_score_gemma":0.003748473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01152842,"about_ca_topic_score_gemma":0.03691925,"domain_scores_codex":[0.9997092,0.00003144146,0.00002994357,0.00005147907,0.00004090904,0.0001370387],"domain_scores_gemma":[0.9987557,0.00009821035,0.0002773284,0.00003511529,0.0001196398,0.0007140313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001490963,0.0004982742,0.9515348,0.0001839646,0.00003050344,0.02607382,0.002665453,0.0001535903,0.002640239,0.0004776827,0.002896199,0.0126964],"study_design_scores_gemma":[0.0001440524,0.0008273508,0.9075245,0.0006136416,0.00008130047,0.05162193,0.02228216,0.0007078538,0.0008044887,0.0005801404,0.01474727,0.00006531766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945899,0.0004929902,0.0001156166,0.0009115922,0.00008668474,0.00004620352,0.00008100051,0.00001079052,0.003665267],"genre_scores_gemma":[0.9963399,0.0007210533,0.0002999023,0.001084931,0.00008032672,0.00003238296,0.0001030869,0.00000430455,0.001334184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01152842,"threshold_uncertainty_score":0.02292258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912976998323742,"score_gpt":0.3319338631211154,"score_spread":0.312804093137878,"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."}}