{"id":"W2235526982","doi":"10.1159/000441440","title":"The Evolution of Critical Care Nephrology in Edmonton","year":2016,"lang":"en","type":"editorial","venue":"Blood Purification","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Nephrology; Medicine; Subspecialty; Renal replacement therapy; Internal medicine; Intensive care medicine; Transplantation; Family 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":[],"consensus_categories":[],"category_scores_codex":[0.0006448681,0.0001776426,0.0003619477,0.0002348907,0.0000853471,0.00001458138,0.0003165522,0.001005227,0.00004178021],"category_scores_gemma":[0.00589403,0.0001170066,0.00009508941,0.0002274904,0.0004065279,0.0000625606,0.0000564774,0.0007675683,0.00006103869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004658824,"about_ca_system_score_gemma":0.001644196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001660012,"about_ca_topic_score_gemma":0.00007225716,"domain_scores_codex":[0.9975877,0.0002589884,0.000515445,0.0003960999,0.0008742691,0.0003675208],"domain_scores_gemma":[0.9965475,0.0012692,0.0001625132,0.000817281,0.001088609,0.0001149339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005831522,0.0002373718,0.0004383056,0.0005083827,0.00005373475,0.00001017557,0.000217198,1.081509e-8,0.02048733,0.001433301,0.9725928,0.003438261],"study_design_scores_gemma":[0.001772611,0.0005964537,0.003498224,0.000198458,0.0003002871,0.000006549036,0.000239488,0.000007257716,0.001607924,0.000368318,0.9912714,0.0001330436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.004611128,0.01628423,0.0006453589,0.02122502,0.9409952,0.003371547,0.002399763,0.0001451353,0.01032264],"genre_scores_gemma":[0.1723047,0.0008888467,0.0001987786,0.00003153925,0.8211777,0.0006337292,0.00181425,0.00007906619,0.002871399],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1676936,"threshold_uncertainty_score":0.7753231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170858842562262,"score_gpt":0.3444239084266359,"score_spread":0.3327153200010133,"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."}}