{"id":"W1496432812","doi":"10.1093/pch/16.3.e18","title":"Implementing the Bedside Paediatric Early Warning System in a community hospital: A prospective observational study","year":2011,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Credit Valley Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Workload; Observational study; Emergency medicine; Prospective cohort study; Early warning score; Cardiopulmonary resuscitation; Community hospital; Warning system; Intensive care medicine; Medical emergency; Pediatrics; Resuscitation; Nursing; Internal 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":[0.003396701,0.0006640441,0.0007876884,0.000890069,0.001566375,0.00146267,0.0008290961,0.00115076,0.001840413],"category_scores_gemma":[0.009378497,0.001187459,0.0008621003,0.001711738,0.00111481,0.001559277,0.001376501,0.002586249,0.0003549874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001738445,"about_ca_system_score_gemma":0.003322009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01554354,"about_ca_topic_score_gemma":0.02065272,"domain_scores_codex":[0.9954143,0.001985002,0.0004072842,0.0006573534,0.0008324983,0.0007036233],"domain_scores_gemma":[0.9879313,0.00230728,0.005189495,0.0007158908,0.001098074,0.002757989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004616358,0.001553659,0.9958504,0.00003740765,0.00008990341,0.0002010426,0.0005532187,0.00004488721,0.0001366421,0.00001615553,0.0001471046,0.0009078724],"study_design_scores_gemma":[0.0001935166,0.006246033,0.9885334,0.00005760956,0.0000698292,0.0005809478,0.003579474,0.0003127699,0.00009924751,0.00002576992,0.000261658,0.00003979314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996355,0.00005566371,0.00004814491,0.00002765779,0.000003990921,0.00005011461,0.00008273369,0.00000151598,0.00009481431],"genre_scores_gemma":[0.9993635,0.00008579524,0.0001440646,0.00007566393,0.00001080594,0.00007122334,0.0001886882,0.000002294846,0.00005800088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01554354,"threshold_uncertainty_score":0.03090614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1300982884581647,"score_gpt":0.3532447656537535,"score_spread":0.2231464771955888,"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."}}