{"id":"W4405635121","doi":"10.1007/s11606-024-09291-8","title":"Added Value of Shaking Chills for Predicting Bacteremia in Patients with Suspected Infection","year":2024,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Family Medicine","funders":"","keywords":"Chills; Medicine; Bacteremia; Grading (engineering); Intensive care medicine; Surgery; Internal medicine; Antibiotics; Microbiology","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":[0.001867627,0.002670531,0.002334497,0.004362171,0.0006729875,0.002498611,0.001660259,0.002727709,0.003088943],"category_scores_gemma":[0.02083145,0.000731395,0.001673643,0.001756711,0.0007189816,0.001925122,0.0009173991,0.002843111,0.001040705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006790348,"about_ca_system_score_gemma":0.001116499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002552683,"about_ca_topic_score_gemma":0.003769011,"domain_scores_codex":[0.9978272,0.0006668374,0.0003404346,0.000211267,0.0006993016,0.0002549013],"domain_scores_gemma":[0.9836606,0.009106217,0.001529461,0.0006139675,0.001990398,0.003099369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003370164,0.0002041272,0.9812888,0.00013097,0.0002159604,0.002640134,0.00008765222,0.0006962683,0.0008140752,0.00006685671,0.0007050117,0.009780024],"study_design_scores_gemma":[0.0003853102,0.002746549,0.9520015,0.0004390233,0.001955185,0.01041657,0.0009860423,0.02666397,0.002163577,0.0006188742,0.001479284,0.0001440178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806226,0.007656377,0.000881782,0.001742877,0.0008974439,0.00007455701,0.001008504,0.0001259782,0.006989847],"genre_scores_gemma":[0.9960194,0.001210429,0.0007695396,0.0001834285,0.0008712371,0.00001708864,0.0005903636,0.00001173885,0.0003267276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004362171,"threshold_uncertainty_score":0.0103336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00994866436391782,"score_gpt":0.2855834481549425,"score_spread":0.2756347837910246,"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."}}