{"id":"W7103890356","doi":"10.1016/j.jvn.2025.10.003","title":"Expanding perspectives on DVT risk assessment and preventive nursing practices in surgical patients","year":2025,"lang":"en","type":"article","venue":"Journal of Vascular Nursing","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Risk assessment; Quality (philosophy); Risk management tools; Quality assessment; Nursing assessment; MEDLINE","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":[0.008332566,0.000224705,0.0004471843,0.0009342916,0.002782621,0.005154836,0.0009477555,0.003241737,0.004358873],"category_scores_gemma":[0.02279164,0.0002117704,0.0005606181,0.0008725222,0.002746339,0.005385512,0.003561692,0.006244303,0.0002666858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003081205,"about_ca_system_score_gemma":0.01034707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006559444,"about_ca_topic_score_gemma":0.01536454,"domain_scores_codex":[0.9957249,0.002691194,0.000213801,0.000204221,0.0006235916,0.0005422686],"domain_scores_gemma":[0.969469,0.01961761,0.002015463,0.0004098951,0.003195125,0.00529285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003661035,0.001876972,0.1224752,0.002694946,0.0001240755,0.002705233,0.1529332,0.0005666006,0.001150976,0.05580474,0.0608309,0.598471],"study_design_scores_gemma":[0.0001565106,0.001346172,0.1130293,0.01610386,0.0002182636,0.003703101,0.4377252,0.0009864792,0.0005524888,0.06946356,0.356544,0.0001710588],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1409041,0.08926417,0.001674157,0.7249244,0.005700425,0.00003202568,0.0000766814,0.00001769257,0.03740629],"genre_scores_gemma":[0.7886058,0.1148949,0.003190828,0.08338998,0.006704465,0.00006991891,0.00007152452,0.0000130281,0.003059543],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008332566,"threshold_uncertainty_score":0.04406732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659672654883439,"score_gpt":0.3935337650254088,"score_spread":0.3769370384765744,"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."}}