{"id":"W2043310647","doi":"10.1016/s0197-2510(07)70051-7","title":"Total Infection: Recognizing &amp; treating sepsis in the field","year":2007,"lang":"en","type":"article","venue":"JEMS Journal of Emergency Medical Services","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sepsis; Medicine; Intensive care medicine; 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":[0.002001621,0.001035069,0.0009107353,0.001860179,0.001804301,0.00326938,0.0008215091,0.003497507,0.008533221],"category_scores_gemma":[0.007779344,0.0003287666,0.0004999726,0.0007670939,0.001348983,0.003452552,0.002163226,0.004830515,0.00194428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036971,"about_ca_system_score_gemma":0.005573672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001475134,"about_ca_topic_score_gemma":0.003189997,"domain_scores_codex":[0.9979388,0.0009267637,0.0002022037,0.0001338117,0.0005437677,0.0002546047],"domain_scores_gemma":[0.9966285,0.000670024,0.0005267775,0.00007503956,0.0007278007,0.001371853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003416486,0.0008670893,0.05928789,0.002343536,0.00009723973,0.006628613,0.0006842058,0.0009830142,0.002654756,0.007687944,0.1884366,0.7299874],"study_design_scores_gemma":[0.0003205199,0.003548047,0.2022116,0.02014569,0.0005855,0.173864,0.01526264,0.005918548,0.005235718,0.08281416,0.4896398,0.0004537356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06868657,0.287659,0.02763309,0.464457,0.02451458,0.0003323003,0.0002400457,0.0005603977,0.1259172],"genre_scores_gemma":[0.5589769,0.2442496,0.03627075,0.0715427,0.0598744,0.0003500644,0.0003271665,0.0001156192,0.0282927],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008533221,"threshold_uncertainty_score":0.02854645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0852925084879972,"score_gpt":0.4143594398441109,"score_spread":0.3290669313561137,"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."}}