{"id":"W2071212583","doi":"10.1046/j.1492-7535.2003.01263.x","title":"Access-related Infection and Pre-infection Albumin in Hemodialysis","year":2003,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hypoalbuminemia; Medicine; Internal medicine; Odds ratio; Hemodialysis; Confidence interval; Albumin; Serum albumin; Logistic regression; Gastroenterology; Immunology","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":[0.0008739383,0.0001898676,0.0002697755,0.0008808325,0.0002994707,0.0005150138,0.0003257015,0.000527614,0.0009704225],"category_scores_gemma":[0.004872684,0.000193129,0.000436366,0.00105632,0.0004425076,0.0004186877,0.0005102042,0.0009579189,0.00009016562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002548881,"about_ca_system_score_gemma":0.0003037618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002185996,"about_ca_topic_score_gemma":0.003282546,"domain_scores_codex":[0.9992133,0.0002993124,0.0001158419,0.0001009985,0.0001622678,0.0001081353],"domain_scores_gemma":[0.9953701,0.001349521,0.002178642,0.0002225178,0.0002147868,0.0006644351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008453077,0.00001642283,0.9991518,0.000006096148,0.00002020008,0.0000645355,0.00001808715,0.00001911823,0.00005431102,0.000007454363,0.00001568854,0.0005417396],"study_design_scores_gemma":[0.000002609362,0.00007565031,0.9992817,0.000003623331,0.00001316781,0.0003844314,0.00002242143,0.0001125796,0.00003299186,0.00001726562,0.0000518922,0.000001658388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986308,0.0009227776,0.0001147973,0.00004675366,0.000006946276,0.000003477701,0.000049517,0.000002607869,0.0002224184],"genre_scores_gemma":[0.9997423,0.0001005089,0.00005467237,0.00001057012,0.0000109552,0.000001885973,0.00004358317,7.049973e-7,0.00003477094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002185996,"threshold_uncertainty_score":0.004621863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03231480552047659,"score_gpt":0.369298942980659,"score_spread":0.3369841374601824,"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."}}