{"id":"W3215224230","doi":"10.1097/01.npr.0000804164.94431.fc","title":"CHIPS","year":2021,"lang":"en","type":"article","venue":"The Nurse Practitioner","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Medicine; Mnemonic; Acute kidney injury; Nephropathy; Intensive care medicine; Contrast-induced nephropathy; Psychological intervention; Internal medicine; Psychology; Endocrinology; Nursing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006400049,0.0006221199,0.0003479374,0.0008775268,0.0007792721,0.002098214,0.001039894,0.0008129025,0.2628806],"category_scores_gemma":[0.001969712,0.0002650683,0.0004246617,0.0006241475,0.0003342926,0.00100456,0.002000122,0.000991828,0.1435863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000748132,"about_ca_system_score_gemma":0.002044096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002717726,"about_ca_topic_score_gemma":0.003184081,"domain_scores_codex":[0.999052,0.00009069305,0.00005859986,0.0001524792,0.0005402018,0.0001060613],"domain_scores_gemma":[0.999055,0.00009983528,0.00005901099,0.00007892065,0.0005507757,0.0001565475],"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":[0.0003980314,0.0001705392,0.002538322,0.0009009434,0.00003158866,0.0003229378,0.0002560188,0.0002644208,0.006334158,0.01211106,0.622081,0.3545909],"study_design_scores_gemma":[0.00002840537,0.00009538852,0.001345462,0.0001181816,0.00001729008,0.0003234646,0.00007700386,0.000201686,0.00309457,0.0009781232,0.9937085,0.00001189814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02310413,0.006194171,0.02334809,0.009780877,0.007688243,0.0009566407,0.01530648,0.01143484,0.9021866],"genre_scores_gemma":[0.08425022,0.00583651,0.02479014,0.00850725,0.00123267,0.0005566985,0.01718732,0.001800136,0.8558391],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7371194,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03575770682085257,"score_gpt":0.3618739534798729,"score_spread":0.3261162466590204,"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."}}