{"id":"W4411689905","doi":"10.36584/cjic.2024.002.01.75.96","title":"Professional development of nurses in infection prevention and control: A scoping review of specialized training and competencies frameworks","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Infection Control","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Professional development; Control (management); Medical education; Infection control; Psychology; Nursing; Medicine; Knowledge management; Computer science; Artificial intelligence; Pathology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002050666,0.0003530361,0.003102383,0.001641388,0.0001098698,0.0000294231,0.00004657915,0.0005732502,0.0001072394],"category_scores_gemma":[0.001845204,0.0002876502,0.0004379146,0.0005385781,0.0001577269,0.0001642818,0.000009616993,0.001447411,0.000001541114],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005463592,"about_ca_system_score_gemma":0.01126987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008971262,"about_ca_topic_score_gemma":0.01379815,"domain_scores_codex":[0.99595,0.000579279,0.002618877,0.0002511669,0.0003046553,0.0002959985],"domain_scores_gemma":[0.9962395,0.0004661959,0.001888054,0.0001341535,0.0008846333,0.0003874757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005594427,0.00004349259,0.003375989,0.2581487,0.0005306865,0.00003399395,0.0005249622,0.000002621474,0.00000412905,0.0001249083,0.00006192447,0.7370926],"study_design_scores_gemma":[0.002400039,0.0004439689,0.003120875,0.8738574,0.00214432,0.001040589,0.00003453574,0.00002962497,0.000001242458,0.00005332454,0.1166661,0.0002080401],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001021777,0.9918094,0.0008053845,0.0002135655,0.003282479,0.002751384,0.00002043035,0.00001073548,0.00008487433],"genre_scores_gemma":[0.01684027,0.982199,0.0002054125,0.0001809993,0.0003666166,0.0001076621,0.0000147205,0.00004074781,0.00004456012],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7368846,"threshold_uncertainty_score":0.9999576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06512400001354476,"score_gpt":0.4066263371231122,"score_spread":0.3415023371095675,"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."}}