{"id":"W4411639019","doi":"10.36584/cjic.2022.003.03.135.140","title":"Healthcare surfaces and transmission of pathogens: A consensus statement","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Infection Control","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statement (logic); Transmission (telecommunications); Health care; Medicine; Computer science; Political science; Law; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08518498,0.002191935,0.003677041,0.0052523,0.005516814,0.007652078,0.009787184,0.02902725,0.006068878],"category_scores_gemma":[0.09319625,0.001535135,0.00637165,0.003973559,0.006272143,0.009666111,0.01080267,0.03444561,0.003987899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01261661,"about_ca_system_score_gemma":0.06833705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01948618,"about_ca_topic_score_gemma":0.018444,"domain_scores_codex":[0.9353832,0.02201921,0.01536116,0.00373734,0.01985152,0.003647671],"domain_scores_gemma":[0.8421695,0.05035451,0.007134609,0.002488387,0.08311754,0.01473542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000594581,0.0001694789,0.0009692154,0.006682474,0.0001081351,0.0004476566,0.001369063,0.0004666264,0.0003820786,0.01496137,0.8367883,0.1375961],"study_design_scores_gemma":[0.00004445601,0.00009830309,0.001041623,0.02144905,0.0001240312,0.0006384883,0.001933746,0.0002394669,0.0002396657,0.01473775,0.9593567,0.00009666467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000359663,0.06051258,0.002911722,0.8878503,0.0434275,0.0003589886,0.0003789051,0.00005363936,0.004146629],"genre_scores_gemma":[0.01921112,0.2352017,0.03563056,0.6481185,0.04516025,0.00171867,0.002187311,0.0001190566,0.01265289],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08518498,"threshold_uncertainty_score":0.4505066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.017468469158157,"score_gpt":0.2742786273263678,"score_spread":0.2568101581682108,"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."}}