{"id":"W7127417471","doi":"10.5281/zenodo.18465139","title":"INFECTION PREVENTION AND CONTROL COMPLIANCE AMONG HOSPITAL HEALTHCARE WORKERS: DETERMINANTS, INTERVENTIONS, AND PATIENT OUTCOMES, A SYSTEMATIC REVIEW","year":2025,"lang":"en","type":"article","venue":"Open MIND","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Observational study; Psychological intervention; Infection control; Hygiene; Health care; Compliance (psychology); Patient safety; MEDLINE","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":[0.01998274,0.001634546,0.008262462,0.00786753,0.0008643505,0.002934084,0.001805643,0.001972722,0.002580785],"category_scores_gemma":[0.09302276,0.001283239,0.009227082,0.009618446,0.00101425,0.002459682,0.001537889,0.001382341,0.0001730935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005273344,"about_ca_system_score_gemma":0.02575323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01242195,"about_ca_topic_score_gemma":0.02766651,"domain_scores_codex":[0.9817713,0.006962664,0.006464312,0.001220036,0.003124648,0.0004570522],"domain_scores_gemma":[0.9369723,0.04257426,0.01311099,0.0009443303,0.00569193,0.00070622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002619595,0.00005033355,0.002511682,0.9561256,0.01737905,0.00005685487,0.0001879758,0.0001153228,0.00007550681,0.0001285819,0.001053093,0.02205401],"study_design_scores_gemma":[0.0006354223,0.0004650028,0.01331961,0.8453324,0.1318671,0.0002026368,0.0003308885,0.0002076124,0.0002143243,0.0002676928,0.007107314,0.00004999618],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003386509,0.9939495,0.0002780119,0.0003993246,0.0001266403,0.00103854,0.0005764199,0.00001369045,0.0002312732],"genre_scores_gemma":[0.0619119,0.9312087,0.001650242,0.000875157,0.0001454411,0.003484613,0.0005674917,0.000008920018,0.0001476464],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01998274,"threshold_uncertainty_score":0.1056801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05093100131850434,"score_gpt":0.4092420098199588,"score_spread":0.3583110085014544,"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."}}