{"id":"W4403627180","doi":"10.1016/j.ijnsa.2024.100248","title":"From ‘strong recommendation’ to practice: A pre-test post-test study examining adherence to stroke guidelines for fever, hyperglycaemia, and swallowing (FeSS) management post-stroke","year":2024,"lang":"en","type":"article","venue":"International Journal of Nursing Studies Advances","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"National Health and Medical Research Council; National Heart Foundation of Australia; Medical Research Council; Australian Government","keywords":"Stroke (engine); Swallowing; Medicine; Test (biology); Physical therapy; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006679695,0.000288558,0.0004824901,0.0004807319,0.0001330952,0.000224799,0.0003298295,0.0000348196,0.00002102133],"category_scores_gemma":[0.005784622,0.000246984,0.0001163961,0.0001504087,0.00005079358,0.0009261175,0.0002544607,0.0002309099,0.000006555827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005888017,"about_ca_system_score_gemma":0.00005565733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002304846,"about_ca_topic_score_gemma":0.00001814302,"domain_scores_codex":[0.9974249,0.00003610254,0.0009617857,0.0004771304,0.0008180163,0.0002820374],"domain_scores_gemma":[0.994656,0.002143919,0.00035227,0.0001584435,0.002535139,0.0001541935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001347413,0.0009518001,0.006765715,0.0001210912,0.004541323,0.0004879029,0.01083985,0.0002356475,0.009658905,0.00002657866,0.03795557,0.9270682],"study_design_scores_gemma":[0.007287034,0.014979,0.01890371,0.01354076,0.004351472,0.0006896401,0.4969132,0.0007447609,0.002363077,0.0001251689,0.4391906,0.0009115825],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7914088,0.018166,0.0315346,0.1394005,0.01361588,0.00278168,0.000751404,0.0001419238,0.002199142],"genre_scores_gemma":[0.781349,0.001949313,0.2060908,0.003478223,0.002789636,0.0001429799,0.00004396115,0.00006632072,0.004089784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9261566,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08449694184225964,"score_gpt":0.4670964917896931,"score_spread":0.3825995499474335,"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."}}