{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001086087,0.0001255897,0.0003052734,0.00006944028,0.0001727276,0.00003038569,0.00008525522,0.00005463777,0.0001109384],"category_scores_gemma":[0.0004457825,0.00009620126,0.00007920724,0.0001994148,0.00006362986,0.0001809342,0.00009715015,0.0003493396,0.000003251501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004432304,"about_ca_system_score_gemma":0.001637297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5207968,"about_ca_topic_score_gemma":0.5753966,"domain_scores_codex":[0.9984851,0.0002756429,0.0004159055,0.0002243807,0.0003741637,0.0002247841],"domain_scores_gemma":[0.998293,0.0003224124,0.0002134652,0.0007287641,0.0002366605,0.0002057399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005766755,0.000040213,0.9954097,0.001281248,0.0000562165,0.0002061705,0.000182397,0.00004914108,0.00002237889,0.0001366398,0.0006401366,0.001399105],"study_design_scores_gemma":[0.002568098,0.00006368263,0.9475769,0.002056256,0.0001641224,0.0004749175,0.0005878673,0.0101785,0.000008877414,0.0001924358,0.03596975,0.0001585751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820942,0.00577788,0.000004264417,0.008399494,0.0002565019,0.001102371,0.000004687717,0.00003388958,0.002326764],"genre_scores_gemma":[0.996191,0.0006497484,0.00001916661,0.001727328,0.00004783839,0.0001194458,0.00005670659,0.00001526703,0.00117352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05459981,"threshold_uncertainty_score":0.4823943,"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."}}