{"id":"W1993374843","doi":"10.1097/00129804-200511000-00007","title":"How Often Should Peripheral Intravenous Catheters in Ambulatory Patients Be Flushed?","year":2005,"lang":"en","type":"article","venue":"Journal of Infusion Nursing","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Dalhousie University","funders":"","keywords":"Flushing; Medicine; Ambulatory; Complication; Catheter; Retrospective cohort study; Anesthesia; Surgery","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":[0.001301355,0.0001382426,0.0003838198,0.0006106799,0.000375213,0.0008525674,0.000322926,0.001041129,0.0009157638],"category_scores_gemma":[0.01928153,0.0002022569,0.0005053713,0.001129758,0.0005248457,0.001113247,0.0002364041,0.0006060696,0.000242685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004617932,"about_ca_system_score_gemma":0.0005018864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001508545,"about_ca_topic_score_gemma":0.003262916,"domain_scores_codex":[0.9984034,0.0005420989,0.000404764,0.0001785526,0.0003370401,0.0001341487],"domain_scores_gemma":[0.9844828,0.005925348,0.007914037,0.0002736127,0.0009350128,0.0004691426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004274803,0.00006590306,0.8225905,0.001040943,0.0001819661,0.00302175,0.000620202,0.0001122327,0.0005766212,0.0001781288,0.004663455,0.1665208],"study_design_scores_gemma":[0.00006290313,0.0007654493,0.9479738,0.002171615,0.0003993582,0.03596291,0.003331219,0.0003525554,0.00088242,0.00053815,0.007513811,0.00004578482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8974326,0.08845133,0.001159031,0.008156699,0.0004277301,0.00004928265,0.0003303118,0.00003673195,0.003956404],"genre_scores_gemma":[0.9762683,0.02016651,0.0006050625,0.00209591,0.0004186663,0.00001287457,0.0001624946,0.00001008469,0.0002600831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001508545,"threshold_uncertainty_score":0.00688225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04175137427425055,"score_gpt":0.3464792042239737,"score_spread":0.3047278299497231,"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."}}