{"id":"W4399517739","doi":"10.3399/bjgp.2023.0638","title":"Assessing children who are acutely ill in general practice using the National PEWS and LqSOFA clinical scores: a retrospective cohort study","year":2024,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Health Technology Assessment Programme; National Institute for Health and Care Research; Cancer Research UK; Health and Care Research Wales","keywords":"Medicine; Retrospective cohort study; Cohort; Clinical Practice; General practice; Cohort study; Intensive care medicine; Family medicine; Data science; Pediatrics; Surgery; Pathology; Computer science","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":[0.001865234,0.0005232308,0.0007732445,0.00132145,0.0007385507,0.001199878,0.0007208514,0.0008100187,0.001200787],"category_scores_gemma":[0.004736735,0.0009439169,0.000850832,0.002013954,0.0007717446,0.001202665,0.001083181,0.00116453,0.0003767817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192779,"about_ca_system_score_gemma":0.0009835758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02469481,"about_ca_topic_score_gemma":0.02510654,"domain_scores_codex":[0.9980698,0.0004255517,0.0002112232,0.0005236071,0.0004309574,0.0003389161],"domain_scores_gemma":[0.9963798,0.000667205,0.001548906,0.0003952913,0.0004004141,0.0006085262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005001231,0.00002882417,0.9993764,0.000007178237,0.0000214434,0.00005912553,0.0001220215,0.00000907968,0.00003387919,0.000004957394,0.00003571813,0.000251503],"study_design_scores_gemma":[0.00001486848,0.0002541902,0.9985916,0.00001266918,0.00002556814,0.0003483823,0.0005593374,0.0000736398,0.00001938394,0.000007955025,0.00008655458,0.000005701086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993141,0.0001113346,0.00005080685,0.00001514731,0.000003312792,0.00003927285,0.0002986249,0.000001905558,0.0001656084],"genre_scores_gemma":[0.9992035,0.0001073209,0.0001264122,0.0000427476,0.00000601741,0.00004713398,0.000398081,0.000002400082,0.00006638018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02469481,"threshold_uncertainty_score":0.04910213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332041257063233,"score_gpt":0.4734141457103624,"score_spread":0.340210020004039,"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."}}