{"id":"W4321377951","doi":"10.1093/jalm/jfad005","title":"Clinical Cases of Refractory Hyperlactatemia in Pediatric Inpatients","year":2023,"lang":"en","type":"article","venue":"The Journal of Applied Laboratory Medicine","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Hyperlactatemia; Medicine; Library science; Emergency department; Family medicine; Pediatrics; Internal medicine; Psychiatry","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":[0.0001900879,0.001118961,0.0007862677,0.001022779,0.001432058,0.0007745576,0.0006577583,0.001613518,0.002479841],"category_scores_gemma":[0.002124812,0.0004796455,0.0004926644,0.001212041,0.000756864,0.0008988745,0.001031438,0.001477956,0.0006085502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008007819,"about_ca_system_score_gemma":0.0008131341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001585953,"about_ca_topic_score_gemma":0.002350108,"domain_scores_codex":[0.9995227,0.00005402107,0.00006746629,0.0001030087,0.00007781914,0.0001750675],"domain_scores_gemma":[0.9990757,0.0001247605,0.0003026234,0.00003465307,0.00007123964,0.0003910826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001104533,0.00005689179,0.1285045,0.00006677071,0.00001544632,0.8665109,0.0002755326,0.0001228435,0.001020422,0.0002156004,0.0008178302,0.002282741],"study_design_scores_gemma":[0.00001467689,0.00009413112,0.03389613,0.00004093443,0.00001771904,0.9633977,0.0004453859,0.0002125483,0.0004643255,0.0002122637,0.001191182,0.0000129634],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844781,0.003945115,0.001687421,0.001421663,0.0001465881,0.0001400616,0.0004017765,0.0001415569,0.007637719],"genre_scores_gemma":[0.9972839,0.00102821,0.0005868233,0.0003531533,0.0001619508,0.00003040499,0.0001841544,0.00001529416,0.0003560259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002479841,"threshold_uncertainty_score":0.008295953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02895511150183698,"score_gpt":0.335683449845543,"score_spread":0.306728338343706,"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."}}