{"id":"W4213062681","doi":"10.1016/j.annemergmed.2015.07.520","title":"In reply:","year":2015,"lang":"en","type":"letter","venue":"Annals of Emergency Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; St. Michael's Hospital","funders":"","keywords":"Medicine; Epidemiology; Pediatrics; Emergency department; Cohort; Meningitis; Population; Sepsis; Cohort study; Intensive care; Emergency medicine; Intensive care medicine; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006586464,0.001225739,0.002636153,0.001418552,0.01018503,0.00969168,0.003577403,0.1139774,0.01587226],"category_scores_gemma":[0.05972833,0.001652206,0.002076168,0.00109112,0.004808456,0.005265281,0.005307931,0.07105154,0.01222833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007357891,"about_ca_system_score_gemma":0.01065631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009620863,"about_ca_topic_score_gemma":0.01577239,"domain_scores_codex":[0.9923529,0.001673171,0.0009172263,0.001051559,0.002075438,0.001929724],"domain_scores_gemma":[0.9825096,0.007235567,0.002053919,0.0005188019,0.003671909,0.004010236],"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":[0.00002044763,0.00001274361,0.000593199,0.0000397495,0.00001841497,0.001079014,0.0002236113,0.00003026841,0.00005380574,0.0009167104,0.9949414,0.00207067],"study_design_scores_gemma":[0.0001263388,0.00006038745,0.00237222,0.0006527841,0.00009919946,0.002574496,0.001813813,0.0003816233,0.0002521193,0.005741589,0.9857546,0.0001708621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002200118,0.0006022269,0.00005185674,0.9700145,0.02723301,0.00001343824,0.00003316285,0.0000233678,0.00180845],"genre_scores_gemma":[0.0009929445,0.0002068821,0.00004158639,0.9844839,0.01116712,0.00001898816,0.00001117458,0.000009459487,0.003067923],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9841278,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4644268534744381,"score_gpt":0.4846626931655082,"score_spread":0.02023583969107012,"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."}}