{"id":"W16559529","doi":"10.1155/2006/390985","title":"Physical Plant Design and Engineering Controls to Reduce Hospital‐Acquired Infections","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University; University of Calgary","funders":"","keywords":"Medicine; Engineering; Environmental science","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":[0.001671234,0.0003843437,0.0002421629,0.000893392,0.0003033917,0.0007544211,0.0007984031,0.0006136002,0.005718436],"category_scores_gemma":[0.00535516,0.0001128171,0.0002920219,0.0003908639,0.0003415375,0.0003528025,0.0003920808,0.0002996161,0.0002726782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000861989,"about_ca_system_score_gemma":0.002209902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002304728,"about_ca_topic_score_gemma":0.004650685,"domain_scores_codex":[0.9985202,0.0006224859,0.00007074721,0.0001054927,0.000583669,0.00009757093],"domain_scores_gemma":[0.9985476,0.0004523766,0.0005902877,0.00004637233,0.0002419491,0.0001213534],"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":[0.001224002,0.005504116,0.01714586,0.006570789,0.0003523702,0.0001953664,0.0004687316,0.01374344,0.0111926,0.01183627,0.01790808,0.9138583],"study_design_scores_gemma":[0.003579446,0.04089208,0.4035814,0.01315531,0.001604227,0.00176503,0.003886605,0.01972256,0.03041311,0.03794418,0.4432547,0.0002012812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5711028,0.1779169,0.07406136,0.03321881,0.002778549,0.001479676,0.0004036544,0.0007462167,0.138292],"genre_scores_gemma":[0.9344369,0.02384279,0.03069968,0.003105465,0.0004805293,0.000319657,0.000100884,0.0000344504,0.006979738],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005718436,"threshold_uncertainty_score":0.01913011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06954080852813287,"score_gpt":0.3776898045930398,"score_spread":0.3081489960649069,"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."}}