{"id":"W2950749088","doi":"10.1093/ndt/gfz106.fp151","title":"FP151SODIUM POLYSTYRENE SULFONATE, PRACTICE PATTERNS AND ASSOCIATED ADVERSE EVENT RISK; A NATIONWIDE ANALYSIS FROM THE SWEDISH RENAL REGISTER","year":2019,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Health and Medical Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Adverse effect; Polystyrene sulfonate; Register (sociolinguistics); Internal medicine; Emergency medicine; Intensive care medicine; Medical emergency","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008155159,0.0002786689,0.0004530885,0.001766407,0.0003487859,0.0009143144,0.0003888286,0.0004614279,0.002032304],"category_scores_gemma":[0.002257109,0.0003747597,0.001143194,0.003333499,0.000214113,0.0004013806,0.0006436448,0.0004226549,0.0004565056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004352238,"about_ca_system_score_gemma":0.0008699836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0282599,"about_ca_topic_score_gemma":0.02418639,"domain_scores_codex":[0.9992542,0.0001423687,0.0001574928,0.0002022614,0.0001405483,0.0001031357],"domain_scores_gemma":[0.9975818,0.0003312027,0.001532923,0.0001714335,0.0002059656,0.0001766051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001621689,0.00001389376,0.9984516,0.00004631449,0.0001381853,0.00004606578,0.00003796857,0.00004952172,0.00004649181,0.00001376547,0.0003124271,0.0006815389],"study_design_scores_gemma":[0.00001538836,0.00003388707,0.9990036,0.00003013263,0.00009988138,0.0001304306,0.0001204145,0.000175814,0.00002520601,0.00001800998,0.0003429214,0.000004213183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912007,0.001083549,0.00006605867,0.00005930119,0.00001093386,0.00001070387,0.007007211,0.00001152969,0.0005499262],"genre_scores_gemma":[0.9937102,0.0005444188,0.00008783286,0.00003166228,0.00001453595,0.00002658949,0.005317466,0.000005774077,0.0002615711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0282599,"threshold_uncertainty_score":0.05619085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977328360735682,"score_gpt":0.3439429759166303,"score_spread":0.3241696923092735,"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."}}