{"id":"W4321615194","doi":"10.1186/s12877-023-03766-9","title":"IMpleMenting Effective infection prevention and control in ReSidential aged carE (IMMERSE): protocol for a multi-level mixed methods implementation study","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Psychological intervention; Best practice; Infection control; Protocol (science); Nursing; Stakeholder; Family medicine; Alternative medicine; Public relations; 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":[0.09485589,0.003877516,0.00456875,0.003366576,0.005529008,0.004337081,0.005406731,0.006595471,0.05957511],"category_scores_gemma":[0.0606523,0.004401578,0.004574792,0.003507638,0.003527543,0.00453732,0.005932956,0.009740124,0.0116962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008105529,"about_ca_system_score_gemma":0.03281992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005119922,"about_ca_topic_score_gemma":0.008059212,"domain_scores_codex":[0.9528627,0.03351809,0.005153281,0.002244188,0.003164521,0.003057217],"domain_scores_gemma":[0.9617118,0.01355436,0.004255016,0.005693276,0.0105392,0.004246284],"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":[0.1288694,0.09103958,0.007556246,0.08559079,0.001448134,0.002179321,0.04330467,0.01318475,0.007543365,0.02567521,0.1374431,0.4561655],"study_design_scores_gemma":[0.3080581,0.07232535,0.03937877,0.04667553,0.001179551,0.0005783813,0.02961562,0.01142441,0.009790339,0.02642785,0.4533635,0.001182619],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001021351,0.00003138317,0.001749452,0.0001036662,0.00004849422,0.9961973,0.0004164094,0.00003587927,0.0003960785],"genre_scores_gemma":[0.000427784,0.00002389057,0.002443191,0.00004508354,0.000003836862,0.9969016,0.00005391514,0.000001490966,0.00009924005],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09485589,"threshold_uncertainty_score":0.5016519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1632808213610363,"score_gpt":0.5695179293263561,"score_spread":0.4062371079653199,"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."}}