{"id":"W2121764400","doi":"10.1016/j.jvn.2005.04.003","title":"Implementing evidence-based practice: walking the talk","year":2005,"lang":"en","type":"article","venue":"Journal of Vascular Nursing","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; MEDLINE; Family medicine","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":[0.05649166,0.002001209,0.002147556,0.003697228,0.01056449,0.01965261,0.003831568,0.03162702,0.02475497],"category_scores_gemma":[0.1240812,0.001474653,0.002229116,0.001328476,0.0130713,0.0439877,0.02012346,0.05039337,0.007499723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004031029,"about_ca_system_score_gemma":0.01556879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002064729,"about_ca_topic_score_gemma":0.003457497,"domain_scores_codex":[0.9622427,0.02621319,0.001785463,0.001710047,0.005215183,0.002833428],"domain_scores_gemma":[0.8630425,0.1001147,0.00401679,0.004031233,0.009468186,0.01932649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003467747,0.0007870545,0.001129653,0.002265001,0.0002614001,0.0008199704,0.01686482,0.0007138792,0.001216226,0.04503929,0.5304172,0.4001387],"study_design_scores_gemma":[0.0004356694,0.0007869941,0.002178963,0.01205591,0.0002588713,0.001122287,0.05727498,0.00146194,0.0005923411,0.2930515,0.6302866,0.0004939277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002086031,0.0157233,0.008607044,0.9419427,0.02277909,0.00009831431,0.0000237441,0.0001911701,0.008548696],"genre_scores_gemma":[0.1211431,0.04721292,0.04958132,0.7095787,0.04921546,0.001376569,0.0001250891,0.0005285901,0.02123831],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05649166,"threshold_uncertainty_score":0.29876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1503322044653857,"score_gpt":0.5468275371175226,"score_spread":0.3964953326521369,"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."}}