{"id":"W4391023364","doi":"10.1001/jamanetworkopen.2023.51682","title":"Electronic Alerts in Acute Kidney Injury—More Questions Than Answers","year":2024,"lang":"en","type":"letter","venue":"JAMA Network Open","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; Canadian Patient Safety Institute; University Health Network; Humber River Regional Hospital","funders":"","keywords":"Psychology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.005019621,0.0006156247,0.001089698,0.001311658,0.003617764,0.003760661,0.001343182,0.03156328,0.01018242],"category_scores_gemma":[0.03865501,0.0005636681,0.0009859096,0.001237589,0.002162029,0.004926553,0.001511716,0.02271188,0.008066084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004063104,"about_ca_system_score_gemma":0.0036489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005400296,"about_ca_topic_score_gemma":0.006872875,"domain_scores_codex":[0.9950345,0.001727301,0.0008337575,0.0004733016,0.001516839,0.0004143182],"domain_scores_gemma":[0.9820597,0.01008226,0.001727309,0.0004807178,0.003112236,0.002537818],"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":[0.00005354371,0.00005674722,0.001601809,0.00007080163,0.00001608979,0.0009338274,0.00009855731,0.00003923986,0.00009345762,0.002144787,0.973182,0.02170904],"study_design_scores_gemma":[0.0003149472,0.0001153471,0.004401219,0.001457567,0.00006186154,0.004082175,0.0007753047,0.0005881488,0.0002245338,0.013866,0.9740452,0.00006765717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000302393,0.001625172,0.00006805766,0.9860002,0.009127589,0.000005912475,0.00003513335,0.00002118219,0.002814332],"genre_scores_gemma":[0.004981589,0.004480688,0.0003203602,0.9082139,0.07705673,0.00003121809,0.00007153836,0.00002646437,0.004817524],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03156328,"threshold_uncertainty_score":0.03406358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206693327997787,"score_gpt":0.3517270276973299,"score_spread":0.3310576948975512,"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."}}