{"id":"W4401218021","doi":"10.1111/jan.16362","title":"Advancing evidence‐based practice through the Knowledge Translation Challenge: Nurses’ important roles in research, implementation science and practice change","year":2024,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care; Vancouver Coastal Health Research Institute","funders":"","keywords":"Knowledge translation; Health care; Medical education; Medicine; Quality (philosophy); Nursing; Knowledge management; Psychology; Computer science; Political science","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":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04044979,0.0001553262,0.0002508377,0.0008337193,0.001497341,0.0001290874,0.000348952,0.00007273025,0.00003070226],"category_scores_gemma":[0.02929218,0.0001153806,0.00003699697,0.002947402,0.0005360583,0.01207362,0.00004097759,0.001464437,0.000009270221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002156136,"about_ca_system_score_gemma":0.004848573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001465514,"about_ca_topic_score_gemma":0.000419407,"domain_scores_codex":[0.991771,0.003489356,0.001582923,0.0003879457,0.001777207,0.0009915705],"domain_scores_gemma":[0.9660336,0.03006121,0.0009415756,0.000239061,0.002498784,0.0002257384],"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":[0.0004811279,0.00009252049,0.0001375137,0.0003243855,0.000008420854,0.00003956057,0.3854119,0.00007218779,0.008902356,0.003979017,0.001009861,0.5995411],"study_design_scores_gemma":[0.001519591,0.0008608944,0.00281973,0.009773229,0.00006856237,0.0001645212,0.6421691,0.002663572,0.0005855658,0.003525856,0.3356395,0.000209904],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08735089,0.05056469,0.006246701,0.8420972,0.004838803,0.004306014,0.00001581192,0.00007530671,0.004504552],"genre_scores_gemma":[0.9607776,0.006741197,0.02613492,0.005202788,0.0009603529,0.0001365534,8.324699e-7,0.00003258121,0.00001318629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8734267,"threshold_uncertainty_score":0.9998026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7945660576839614,"score_gpt":0.763626420161183,"score_spread":0.0309396375227784,"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."}}