{"id":"W4402521270","doi":"10.46234/ccdcw2024.201","title":"Intelligent Forest Hospital as a New Management System for Hospital-Acquired Infection Control","year":2024,"lang":"en","type":"article","venue":"China CDC Weekly","topic":"Chemical and Physical Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Impact","funders":"","keywords":"Medicine; Medical emergency; Intensive care 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":[0.0008161713,0.000696158,0.0006818365,0.001197424,0.0007155624,0.001537007,0.001245613,0.0006953325,0.00787851],"category_scores_gemma":[0.0009108394,0.000233754,0.000417106,0.000842204,0.0003024381,0.001491213,0.001498551,0.0005312354,0.002409581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008441933,"about_ca_system_score_gemma":0.001682364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005976496,"about_ca_topic_score_gemma":0.005058705,"domain_scores_codex":[0.9991546,0.00009759773,0.00008376878,0.0002315402,0.0002735703,0.000158974],"domain_scores_gemma":[0.9992472,0.00007890429,0.00009166703,0.0001337958,0.0002406988,0.0002076767],"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":[0.002346188,0.001101605,0.04621937,0.0005777718,0.000237189,0.001268467,0.0008737653,0.01767254,0.03286808,0.00895797,0.1631103,0.7247668],"study_design_scores_gemma":[0.0006443639,0.001566338,0.03384814,0.0002097335,0.0005894425,0.001702392,0.0006450132,0.5484344,0.03588935,0.007828063,0.3681905,0.0004521309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1790472,0.00427771,0.52927,0.004376979,0.001778408,0.001924868,0.005958478,0.2049046,0.06846172],"genre_scores_gemma":[0.8323522,0.001259748,0.1337462,0.001814055,0.0005089114,0.0005397876,0.007613159,0.0007658515,0.02140004],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00787851,"threshold_uncertainty_score":0.02635622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004594015161217394,"score_gpt":0.2250811957071897,"score_spread":0.2204871805459723,"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."}}