{"id":"W2404786638","doi":"10.1007/s00134-016-4382-8","title":"Pediatric sepsis and septic shock management in resource-limited settings","year":2016,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Septic shock; Anesthesiology; Pain medicine; Sepsis; Intensive care medicine; Shock (circulatory); Surviving Sepsis Campaign; Severe sepsis; Medical emergency; Emergency medicine; Anesthesia; 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":[0.0008361349,0.0003323298,0.0005196393,0.0004907278,0.001004313,0.001303313,0.0005173075,0.0004713824,0.00229577],"category_scores_gemma":[0.003538009,0.0001598709,0.0002629534,0.0009090971,0.0005022853,0.0009561153,0.001550981,0.00101133,0.0001563394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001975515,"about_ca_system_score_gemma":0.004032844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005194577,"about_ca_topic_score_gemma":0.01207605,"domain_scores_codex":[0.9987481,0.0005607599,0.0001349366,0.00008150361,0.0001526211,0.0003221094],"domain_scores_gemma":[0.998302,0.0002520976,0.0006216976,0.0000286812,0.0001396064,0.0006559432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005268293,0.000576711,0.8598364,0.0005880527,0.000150681,0.01266331,0.001197177,0.001395958,0.0006172633,0.004343759,0.01712327,0.1009805],"study_design_scores_gemma":[0.00009463229,0.0008518297,0.9485513,0.001765331,0.0001050229,0.01845333,0.01267107,0.001418875,0.0005381249,0.002748737,0.01276721,0.00003448897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9330428,0.03245466,0.0009313424,0.01899598,0.0003584659,0.00009335428,0.000637451,0.00003718845,0.01344881],"genre_scores_gemma":[0.9863212,0.01083919,0.001151947,0.000681137,0.0002607067,0.00007636029,0.0003225499,0.000007114573,0.0003398363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005194577,"threshold_uncertainty_score":0.01433349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03586582985062842,"score_gpt":0.3107408038562268,"score_spread":0.2748749740055984,"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."}}