{"id":"W4416554452","doi":"10.2196/78967","title":"Enhancing Safety in Clinical Practice: Cross-Sectional, Within-Subjects, Simulated-Use Compliance Study Using BD PosiFlush SafeScrub","year":2025,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compliance (psychology); Flushing; Clinical Practice; Saline; Patient compliance; Conformity assessment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00649558,0.0007053018,0.0007806494,0.0007477771,0.001319422,0.001142625,0.0006228781,0.001647282,0.002654439],"category_scores_gemma":[0.009223294,0.001051194,0.001029047,0.0006063079,0.0009332364,0.001057241,0.001096762,0.00113167,0.0007779099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175691,"about_ca_system_score_gemma":0.002446197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001953,"about_ca_topic_score_gemma":0.003174028,"domain_scores_codex":[0.9928414,0.003847076,0.000727332,0.0008152846,0.001305728,0.0004632734],"domain_scores_gemma":[0.9885584,0.003310813,0.003809175,0.0009232386,0.001834705,0.001563588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01082074,0.1014576,0.8622142,0.0004770209,0.0004974098,0.0002162856,0.009250339,0.000497797,0.00314042,0.0001123604,0.0004462441,0.01086948],"study_design_scores_gemma":[0.001343063,0.1536873,0.8360369,0.00006362658,0.0001905505,0.0002075666,0.004676597,0.001435491,0.001076579,0.00006578858,0.001156249,0.00006029907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990729,0.00002037913,0.0001227079,0.00001626263,0.000004100168,0.0005217726,0.00005227635,0.000005146119,0.0001845421],"genre_scores_gemma":[0.9968166,0.00004560094,0.000916817,0.0001401071,0.00001564062,0.001533811,0.0001488653,0.000004235707,0.0003783113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00649558,"threshold_uncertainty_score":0.0343523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1698540092648088,"score_gpt":0.5154659803260755,"score_spread":0.3456119710612667,"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."}}