{"id":"W4411638875","doi":"10.36584/cjic.2022.004.03.184.188","title":"Developing a competency framework for all staff roles in an infection prevention and control program","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Infection Control","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infection control; Control (management); Medical education; Medicine; Computer science; Intensive care medicine; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02880887,0.001053126,0.0007260473,0.005439915,0.007038066,0.005612609,0.003981372,0.003225695,0.002911805],"category_scores_gemma":[0.02344797,0.0005844301,0.001095292,0.001999346,0.004936308,0.005578912,0.007849737,0.005817656,0.001269299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02042358,"about_ca_system_score_gemma":0.09867643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1067746,"about_ca_topic_score_gemma":0.173614,"domain_scores_codex":[0.9799793,0.01056748,0.001654857,0.0006922872,0.00479089,0.002315166],"domain_scores_gemma":[0.9757375,0.005671362,0.001406542,0.0006098654,0.01046903,0.006105781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007432019,0.001413657,0.01995521,0.001353301,0.00004340096,0.001295453,0.06302139,0.007484553,0.002381008,0.3977651,0.09375532,0.4114572],"study_design_scores_gemma":[0.0001635892,0.0006081809,0.04211037,0.01064157,0.0000794761,0.002424893,0.1024475,0.01817756,0.003131303,0.1912844,0.628546,0.0003852712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07878572,0.006436983,0.4603026,0.1324633,0.002043464,0.01472389,0.001102409,0.0009743275,0.3031673],"genre_scores_gemma":[0.2345471,0.002380493,0.737793,0.005015731,0.0001208895,0.00493929,0.0007597092,0.00008118431,0.01436261],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1067746,"threshold_uncertainty_score":0.2123061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365288338509867,"score_gpt":0.3306962683893697,"score_spread":0.307043385004271,"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."}}