{"id":"W2293359132","doi":"10.1155/2016/6717261","title":"Paramedic Recognition of Sepsis in the Prehospital Setting: A Prospective Observational Study","year":2016,"lang":"en","type":"article","venue":"Emergency Medicine International","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Sepsis; Emergency department; Observational study; Emergency medicine; Prospective cohort study; Confidence interval; Likelihood ratios in diagnostic testing; Emergency medical services; Medical diagnosis; Internal medicine; Intensive care medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001514016,0.0005131111,0.0006797033,0.0007226566,0.0007018556,0.001006364,0.0007919578,0.0007835437,0.001022827],"category_scores_gemma":[0.004716874,0.0005734816,0.0006049803,0.001509924,0.0005114787,0.0005850788,0.0007138308,0.001219187,0.0002021383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001477812,"about_ca_system_score_gemma":0.002106814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05432796,"about_ca_topic_score_gemma":0.06187568,"domain_scores_codex":[0.9983499,0.0004073226,0.0001778768,0.0003750739,0.0004333983,0.0002562934],"domain_scores_gemma":[0.9949483,0.00071413,0.002401182,0.0002776947,0.0007940581,0.000864663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001044774,0.00005838885,0.9992688,0.0000149026,0.00004740317,0.00004690679,0.00006402899,0.00001099304,0.00003833722,0.000004509263,0.00007212351,0.0002690417],"study_design_scores_gemma":[0.00003504608,0.0002733089,0.9988576,0.00001773072,0.00003472238,0.0002120892,0.0003142111,0.0001277122,0.00001753069,0.000007431402,0.00009600927,0.000006614923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999156,0.0002305648,0.00004458859,0.00003988146,0.000006660825,0.00003622818,0.0003327199,0.000001459986,0.0001519104],"genre_scores_gemma":[0.9991875,0.000176655,0.00008450993,0.0000645362,0.00001552764,0.00002924331,0.0004049616,9.978979e-7,0.00003607012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05432796,"threshold_uncertainty_score":0.1080235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2181017888486326,"score_gpt":0.4233645204129225,"score_spread":0.2052627315642899,"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."}}