{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002008516,0.0002040771,0.0005438987,0.00016833,0.0007945484,0.000009812555,0.0001522891,0.0003214206,0.0005852256],"category_scores_gemma":[0.001090748,0.000144886,0.0001813117,0.0006251889,0.00008911608,0.0002103739,0.00003201494,0.0007770411,0.0001506444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001075383,"about_ca_system_score_gemma":0.0001749037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01702341,"about_ca_topic_score_gemma":0.04680902,"domain_scores_codex":[0.9950816,0.002640736,0.0008200391,0.0004778773,0.0004546073,0.0005251321],"domain_scores_gemma":[0.9924285,0.006099917,0.0007391726,0.0002970865,0.0002509044,0.0001843997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007525931,0.0000961183,0.9829702,0.00005867944,0.002410863,0.0000160038,0.01074338,0.0001128725,0.000140069,0.000058647,0.001255331,0.001385267],"study_design_scores_gemma":[0.002572795,0.00007907249,0.9746574,0.00004986166,0.005508238,0.000001308305,0.001660051,0.0005776867,0.000008551336,0.00009480499,0.01464568,0.0001445489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801448,0.0002535232,0.003320968,0.01356634,0.0004172607,0.0007812092,0.0006111923,0.0000731258,0.0008315674],"genre_scores_gemma":[0.9779639,0.004140435,0.0001029381,0.01556256,0.0002702194,0.0001729198,0.001391233,0.00001537236,0.0003804788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02978561,"threshold_uncertainty_score":0.9895223,"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."}}