{"id":"W4406867761","doi":"10.3390/epidemiologia6010005","title":"Healthcare Settings and Infection Prevention: Today’s Procedures in Light of the “Instructions for Disinfection” Issued During the 1817 Typhus Epidemic in the Grand Duchy of Tuscany (Pre-Unification Italy)","year":2025,"lang":"en","type":"article","venue":"Epidemiologia","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Typhus; Hygiene; Health care; Sanitation; Duchy; Medicine; History; Political science; Law; Virology","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":[0.002388742,0.0004310727,0.0003766411,0.001472952,0.002935172,0.004827006,0.000619844,0.002548338,0.002941165],"category_scores_gemma":[0.002570051,0.0002043566,0.0002933418,0.001379975,0.008320974,0.003295696,0.00219363,0.003398041,0.0003462104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006692641,"about_ca_system_score_gemma":0.005956378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0307138,"about_ca_topic_score_gemma":0.05265173,"domain_scores_codex":[0.9981211,0.001031055,0.00005635448,0.0001602616,0.0002543289,0.0003768536],"domain_scores_gemma":[0.9984227,0.0008728438,0.0002349705,0.00006765161,0.0001536834,0.0002481477],"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":[0.0003693293,0.0004430061,0.05747469,0.006606927,0.0001009043,0.003137515,0.1909485,0.0002915491,0.002584168,0.2066136,0.1162572,0.4151725],"study_design_scores_gemma":[0.00003046718,0.000290416,0.1347516,0.01021285,0.00007941152,0.002715589,0.101626,0.0001283483,0.0006052611,0.041724,0.7077404,0.00009561252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.05825366,0.4930239,0.0008379474,0.4186861,0.005520987,0.0000311307,0.00006437986,0.00002383371,0.02355795],"genre_scores_gemma":[0.6443239,0.2825696,0.001599895,0.04994329,0.01289991,0.00007766412,0.000092856,0.00002090419,0.008471909],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0307138,"threshold_uncertainty_score":0.06107002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0273793947073103,"score_gpt":0.3657700682949026,"score_spread":0.3383906735875922,"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."}}