{"id":"W2991274961","doi":"10.1186/s13756-019-0633-0","title":"The impact of a sterile processing program in Northwest Tanzania: a mixed-methods study","year":2019,"lang":"en","type":"article","venue":"Antimicrobial Resistance and Infection Control","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Mount Royal University","funders":"Mount Royal University","keywords":"Medicine; Tanzania; Thematic analysis; Mentorship; Health care; Nursing; Test (biology); Family medicine; Medical education; Qualitative research","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005755434,0.000143256,0.0003071287,0.00009674839,0.0001740346,0.00005186615,0.00006303116,0.0001220753,0.00008813159],"category_scores_gemma":[0.0001293066,0.00009570254,0.00008712085,0.0003050392,0.0001312175,0.0001546571,0.00002552806,0.0001778815,0.00002128647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000036234,"about_ca_system_score_gemma":0.00008030827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007456773,"about_ca_topic_score_gemma":0.003144539,"domain_scores_codex":[0.9986616,0.00043594,0.0003976599,0.0002370891,0.00003472066,0.0002330204],"domain_scores_gemma":[0.9993327,0.0001615152,0.0002017398,0.000160669,0.0001223346,0.00002109069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001674298,0.001124581,0.6687734,0.0001384973,0.0001749599,0.000001592056,0.0005283969,0.00004286468,0.1602198,0.0000796492,0.000837516,0.1664045],"study_design_scores_gemma":[0.005347609,0.0009493672,0.9840008,0.0001294434,0.00003990609,0.00001087791,0.000246041,0.0001321765,0.001823114,0.00002445913,0.007131708,0.0001645187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959953,0.0005001828,0.001089958,0.00005682539,0.0004521992,0.00111287,0.000009241269,0.00004573019,0.0007376814],"genre_scores_gemma":[0.9993417,0.0001058696,0.00002728252,0.00005167562,0.0000175977,0.00005356583,0.0000145902,0.000009875128,0.0003778486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3152274,"threshold_uncertainty_score":0.3902636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006429308785279096,"score_gpt":0.3187233103400002,"score_spread":0.3122940015547211,"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."}}