{"id":"W4401628737","doi":"10.1097/ncq.0000000000000801","title":"Operation STICK Improves Vascular Access Outcomes in a Specialty Team","year":2024,"lang":"en","type":"article","venue":"Journal of Nursing Care Quality","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Gibson Energy (Canada)","funders":"","keywords":"Vascular access; Medicine; Specialty; Catheter; Peripheral; Physical therapy; Emergency medicine; Surgery; Internal medicine; Family medicine; Hemodialysis","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":[0.0008397507,0.0001592757,0.0001934108,0.0001843014,0.0002223875,0.0002795058,0.0001801048,0.0002355608,0.003113879],"category_scores_gemma":[0.00298867,0.00007616208,0.0001809102,0.000119563,0.000177452,0.0001576959,0.0004264363,0.0003308604,0.0001679193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003032205,"about_ca_system_score_gemma":0.0009113326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009923285,"about_ca_topic_score_gemma":0.001459361,"domain_scores_codex":[0.9994873,0.0002050748,0.00002722499,0.00004490689,0.0001060351,0.0001295145],"domain_scores_gemma":[0.9975163,0.0004317939,0.000683277,0.00008117486,0.0001360017,0.001151472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01137991,0.1164217,0.5216277,0.00070561,0.0003996486,0.0003442191,0.001251129,0.0018807,0.01206136,0.0001872645,0.003444264,0.3302964],"study_design_scores_gemma":[0.00112494,0.08582401,0.908081,0.0001134257,0.00009816213,0.0001775884,0.000500305,0.001241722,0.001739453,0.00009654419,0.0009886045,0.00001431177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993678,0.00005311029,0.0001098738,0.00005542165,0.00001657079,0.00004823141,0.00001400304,0.000009486899,0.0003255603],"genre_scores_gemma":[0.9989946,0.00008001008,0.0005113329,0.00004938185,0.00002541773,0.00005273189,0.00004274026,0.000001067119,0.0002427428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003113879,"threshold_uncertainty_score":0.01041692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1045841586375655,"score_gpt":0.5086361803893167,"score_spread":0.4040520217517511,"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."}}