{"id":"W3193434868","doi":"10.5812/semj.110977","title":"A Differential Item Functioning (DIF) Study of the Infection Control Standard Isolation Precaution Instrument Across Gender and Major Among Healthcare Workers","year":2021,"lang":"en","type":"article","venue":"Shiraz E-Medical Journal","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Differential item functioning; Health care; Statistic; Psychology; Isolation (microbiology); Test (biology); Infection control; Clinical psychology; Medicine; Psychometrics; Item response theory; Statistics","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":[0.01122294,0.0006434326,0.0007611865,0.002243395,0.0008778007,0.0009366642,0.0006148791,0.0006385618,0.001753567],"category_scores_gemma":[0.02382598,0.0003007611,0.002134959,0.001425468,0.001025532,0.0008352582,0.001449178,0.0006806643,0.0001979549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008906747,"about_ca_system_score_gemma":0.0008052122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001520403,"about_ca_topic_score_gemma":0.001650009,"domain_scores_codex":[0.9932581,0.002917983,0.0008799999,0.0006819759,0.001659901,0.000601961],"domain_scores_gemma":[0.984744,0.009179662,0.002620104,0.0009138648,0.001862887,0.0006794145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002511906,0.0001205718,0.9879339,0.00004251392,0.0001756754,0.00005540115,0.001350977,0.00009657977,0.0003347278,0.0001524566,0.0001840351,0.009301911],"study_design_scores_gemma":[0.00002914083,0.0005296337,0.9940958,0.00005249878,0.00007124808,0.0002683572,0.00287341,0.0009743908,0.0003060013,0.0002900134,0.0004945715,0.00001497117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983525,0.0001655018,0.0006635364,0.00006031251,0.00002393691,0.00004405796,0.0001315256,0.000003147859,0.0005555306],"genre_scores_gemma":[0.9991205,0.00003414899,0.0004488555,0.00002770734,0.000008062388,0.00007945704,0.0001877498,0.000003177061,0.00009032896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01122294,"threshold_uncertainty_score":0.05935323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595505880050837,"score_gpt":0.325325724615424,"score_spread":0.2993706658149157,"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."}}