{"id":"W7133517502","doi":"10.4314/rasp.v7i2.10","title":"Participatory screening of occupational risks at the sterilisation unit of the Niono reference health centre (CSRéf) in 2024","year":2025,"lang":"","type":"article","venue":"Revue Africaine des Sciences Sociales et de la Sante Publique","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Santé Mentale au Québec","funders":"","keywords":"Occupational safety and health; Unit (ring theory); Officer; Context (archaeology); Occupational hygiene; Risk assessment; Occupational medicine; Hazardous waste","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":[0.006388118,0.0004060135,0.0002885341,0.0009426604,0.002452041,0.0007385249,0.0009207377,0.0008427391,0.001498481],"category_scores_gemma":[0.005837284,0.0003260775,0.00030634,0.0004329403,0.0009980857,0.000612177,0.002913318,0.0005486832,0.0001314836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002741929,"about_ca_system_score_gemma":0.006351787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0261683,"about_ca_topic_score_gemma":0.04490273,"domain_scores_codex":[0.9956856,0.002848909,0.0001196292,0.0002793672,0.0003856287,0.0006809292],"domain_scores_gemma":[0.9976892,0.0007474495,0.0003628583,0.0001332109,0.0004418982,0.0006253894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006173933,0.001601779,0.4811623,0.0005233012,0.00004377657,0.00878853,0.3086985,0.000594979,0.01399023,0.001352333,0.003040118,0.1795868],"study_design_scores_gemma":[0.00008438677,0.003767531,0.613591,0.0003972553,0.00007784898,0.00226555,0.3443911,0.002515191,0.00688978,0.001387076,0.02447775,0.0001556471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956185,0.0002325399,0.001275795,0.0007129342,0.00002289915,0.0003793945,0.00004081141,0.00001436591,0.001702653],"genre_scores_gemma":[0.99455,0.0001807809,0.002789103,0.000210649,0.00001159173,0.0002576426,0.00005952348,0.000003921247,0.001936709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0261683,"threshold_uncertainty_score":0.05203193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3748463634030064,"score_gpt":0.4893325119791809,"score_spread":0.1144861485761745,"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."}}