{"id":"W2742495459","doi":"10.1111/ijcp.13000","title":"Seasonal pattern of incidence and outcome of Acute Kidney Injury: A national study of Welsh AKI electronic alerts","year":2017,"lang":"en","type":"article","venue":"International Journal of Clinical Practice","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Llywodraeth Cymru","keywords":"Medicine; Acute kidney injury; Incidence (geometry); Welsh; Cohort; Cohort study; Emergency medicine; Quarter (Canadian coin); Epidemiology; Pediatrics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008531713,0.0001807273,0.0001777514,0.001044354,0.0005951599,0.0006307993,0.0003308418,0.0003371258,0.001330827],"category_scores_gemma":[0.002247478,0.0002449175,0.0003066936,0.00138273,0.0004560052,0.000759233,0.000927571,0.0003240155,0.0002032273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001095696,"about_ca_system_score_gemma":0.001174247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04645351,"about_ca_topic_score_gemma":0.0730079,"domain_scores_codex":[0.999339,0.0001422207,0.00006792876,0.00015608,0.000114004,0.0001807378],"domain_scores_gemma":[0.9981984,0.0002917932,0.0008034437,0.0001494587,0.0002630893,0.0002937625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004509304,0.00002416805,0.9987067,0.000006966096,0.00001544759,0.00003414664,0.000272928,0.00001470382,0.0001376603,0.000008445263,0.00009669591,0.0006370841],"study_design_scores_gemma":[0.000001455174,0.00002430316,0.9993542,0.000004140718,0.000003896472,0.00004510889,0.0004201058,0.00005306932,0.00001732908,0.000005810567,0.00006913238,0.000001557662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993166,0.00003657905,0.00005546999,0.00003402027,0.000004927361,0.000007785501,0.0003523921,0.000001715429,0.0001906577],"genre_scores_gemma":[0.9992988,0.00003723804,0.00006888137,0.00003294332,0.000009415735,0.00001057746,0.0003938862,0.000002094687,0.0001460653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04645351,"threshold_uncertainty_score":0.09236622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108691515997269,"score_gpt":0.5587615838014024,"score_spread":0.4500700678041334,"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."}}