{"id":"W2908216792","doi":"10.14745/ccdr.v45i01a01","title":"Infection prevention in personal services settings: Evidence, gaps and the way forward","year":2019,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of New Brunswick; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Legislation; Public relations; Business; Variety (cybernetics); Service (business); Medicine; Environmental health; Political science; Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0688271,0.001196006,0.004570121,0.006105549,0.002932413,0.0127588,0.00448184,0.008738806,0.01182816],"category_scores_gemma":[0.1649157,0.001286881,0.005138073,0.00786061,0.003787364,0.01500861,0.00505296,0.009450233,0.001374335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01747768,"about_ca_system_score_gemma":0.1199445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07320418,"about_ca_topic_score_gemma":0.1177578,"domain_scores_codex":[0.9650532,0.01714578,0.006886,0.001613093,0.006901203,0.002400676],"domain_scores_gemma":[0.6803166,0.2569279,0.0159698,0.003123214,0.03752983,0.006132591],"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":[0.0002516574,0.0002773649,0.004103537,0.4299739,0.0008206271,0.0003167029,0.005111329,0.0004870292,0.000153816,0.01244473,0.03188847,0.5141708],"study_design_scores_gemma":[0.00008198667,0.0001970951,0.004624115,0.8816429,0.001111129,0.0002426536,0.007989351,0.0002400387,0.0001403559,0.005959958,0.0977135,0.00005677431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001144059,0.9185589,0.00069563,0.07537466,0.001588505,0.0002359343,0.0001734222,0.00002878254,0.00220005],"genre_scores_gemma":[0.0198216,0.9579836,0.005416965,0.01480441,0.0008572575,0.0006506777,0.0001707959,0.00001410661,0.0002805126],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9267958,"threshold_uncertainty_score":0.3639969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144838627886321,"score_gpt":0.2924161048606652,"score_spread":0.2779322420720331,"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."}}