{"id":"W2139675687","doi":"10.1186/1741-7015-7-25","title":"Trace elements in hemodialysis patients: a systematic review and meta-analysis","year":2009,"lang":"en","type":"review","venue":"BMC Medicine","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":290,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary; University of Alberta","funders":"Fondation pour la Recherche Médicale","keywords":"Medicine; Selenium; Cadmium; Hemodialysis; Internal medicine; Chromium; Zinc; Meta-analysis; Trace element; Vanadium; Arsenic; Manganese; Thallium; Gastroenterology; Radiochemistry; Metallurgy; Inorganic chemistry; Chemistry; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001069488,0.0008167566,0.02014653,0.0009962462,0.00004075828,0.00001094735,0.0001889618,0.0002129943,0.0003290068],"category_scores_gemma":[0.0008741479,0.0004305139,0.002358367,0.002235565,0.00006369027,0.00005544918,0.00003928137,0.0002815348,0.00005917545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001678016,"about_ca_system_score_gemma":0.000124716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005745477,"about_ca_topic_score_gemma":0.00008638572,"domain_scores_codex":[0.9948929,0.0006035033,0.002594639,0.0008340113,0.0007043816,0.0003705633],"domain_scores_gemma":[0.99707,0.0002976322,0.001135016,0.001093057,0.0001211364,0.0002831557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000006958187,0.0005600338,0.0001792551,0.8191738,0.1742713,0.00005229976,0.00004282463,8.56646e-8,2.716686e-9,0.000009503681,0.002657599,0.003046385],"study_design_scores_gemma":[0.001682005,0.0002414652,0.00005571981,0.04561813,0.9290387,0.00001768542,0.00001231349,0.000003426016,4.652882e-9,0.000009304504,0.02306297,0.0002582537],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002055543,0.9925982,0.0000244966,0.0001901721,0.00001708082,0.006284289,0.00005029127,0.00002533726,0.0008080535],"genre_scores_gemma":[0.00001984576,0.9947551,0.0002450311,0.001009783,0.00002479327,0.001005591,0.0008018648,0.00003891039,0.002099101],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7735556,"threshold_uncertainty_score":0.9998147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1173124332190294,"score_gpt":0.3972054988117726,"score_spread":0.2798930655927432,"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."}}