{"id":"W2760949451","doi":"10.2215/cjn.01450217","title":"Disparity between Nephrologists’ Opinions and Contemporary Practices for Community Follow-Up after AKI Hospitalization","year":2017,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Nephrology; Dialysis; Internal medicine; Acute kidney injury; Intensive care medicine; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003510686,0.0001474998,0.001025865,0.00002945743,0.0004864389,0.00003474735,0.0007922704,0.0001959078,0.000008267893],"category_scores_gemma":[0.005790045,0.00009723144,0.0007887526,0.00008476815,0.005713791,0.0002421169,0.0005413158,0.001320027,8.034322e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003380948,"about_ca_system_score_gemma":0.0004632736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003341344,"about_ca_topic_score_gemma":0.00001469264,"domain_scores_codex":[0.9974102,0.000933964,0.0009485901,0.0001662217,0.000291086,0.0002498748],"domain_scores_gemma":[0.9901684,0.003227156,0.004914575,0.0008561139,0.00057154,0.0002622091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00260935,0.0002424608,0.8145422,0.00006009031,0.0008080415,0.000002370564,0.0002484235,5.472282e-8,0.0002494397,0.00001292693,0.1779527,0.003271953],"study_design_scores_gemma":[0.003437355,0.00440032,0.9177617,0.00005578463,0.0003681913,0.00004696825,0.0006230243,0.00005757379,0.00003461551,0.0006372117,0.07249789,0.00007936294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9043251,0.0001710674,0.001004717,0.09366294,0.0002351625,0.0003874952,0.0001126589,0.00000671036,0.00009411189],"genre_scores_gemma":[0.9760915,0.0005526702,0.004598593,0.01803546,0.0005833335,0.00001244795,0.00001494492,0.00001813092,0.00009293749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1054548,"threshold_uncertainty_score":0.9969921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2147981167002846,"score_gpt":0.4877572942212937,"score_spread":0.2729591775210091,"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."}}