{"id":"W7127450982","doi":"10.5281/zenodo.18465140","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":"Zenodo (CERN European Organization for Nuclear Research)","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":[0.01886239,0.001678905,0.008567147,0.007839665,0.000868,0.002951724,0.001856612,0.002020016,0.00265043],"category_scores_gemma":[0.08512542,0.00125673,0.009163524,0.00981477,0.001019389,0.002426571,0.001571712,0.001448729,0.000178686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005375048,"about_ca_system_score_gemma":0.02561807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01208374,"about_ca_topic_score_gemma":0.02595033,"domain_scores_codex":[0.9824681,0.006774701,0.005987355,0.001231613,0.003091443,0.0004467801],"domain_scores_gemma":[0.9425802,0.03853423,0.01201797,0.0008505007,0.005334773,0.0006824235],"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":[0.0002380478,0.00004568264,0.002087639,0.9597789,0.01593911,0.00005266205,0.0001722086,0.0001095222,0.00007010764,0.0001273035,0.00101177,0.02036703],"study_design_scores_gemma":[0.0006230979,0.0004488871,0.01203749,0.8451071,0.1330773,0.0001994355,0.00031656,0.0002065303,0.0002009945,0.0002754994,0.007458377,0.00004879898],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00299589,0.9943687,0.0002710664,0.0003727931,0.000123248,0.001044247,0.0005852036,0.00001391395,0.0002249765],"genre_scores_gemma":[0.05493375,0.9382078,0.001546372,0.0008165796,0.0001379681,0.003633799,0.0005694575,0.000008994642,0.000145234],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01886239,"threshold_uncertainty_score":0.09975511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03981051838506785,"score_gpt":0.3354706158478811,"score_spread":0.2956600974628133,"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."}}