{"id":"W4402441196","doi":"10.1186/s13012-024-01392-6","title":"The effectiveness of a knowledge translation intervention on the implementation of NEWS2 in nursing homes, a pragmatic cluster RCT","year":2024,"lang":"en","type":"article","venue":"Implementation Science","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Norges Forskningsråd; Høgskulen på Vestlandet","keywords":"Medicine; Nursing; Knowledge translation; Nursing research; Randomized controlled trial; Long-term care; Health informatics; Population; Cluster randomised controlled trial; Health administration; Family medicine; Intervention (counseling); Public health; Knowledge management; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.007896571,0.0000863411,0.0001324498,0.0003165997,0.0004150831,0.00003837973,0.0001938464,0.00002862015,0.0001089773],"category_scores_gemma":[0.0001279349,0.00005272578,0.00006696328,0.001399436,0.0001974509,0.0003034935,0.00002346299,0.0001432944,0.00001116528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003260528,"about_ca_system_score_gemma":0.000380456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004538046,"about_ca_topic_score_gemma":0.001775232,"domain_scores_codex":[0.9972216,0.001270588,0.0006691859,0.0002025747,0.0003775648,0.000258505],"domain_scores_gemma":[0.9956786,0.00372879,0.0002218434,0.0001796118,0.0001664403,0.00002470338],"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":[0.0003255863,0.0001218886,0.01023629,0.001198312,0.00002650864,3.891722e-7,0.1027966,0.00003153496,0.02204546,0.04905215,0.001250491,0.8129148],"study_design_scores_gemma":[0.003464897,0.0006407464,0.7153154,0.004517878,0.00009069619,0.000002208542,0.2347166,0.001838233,0.02202642,0.01588681,0.001296388,0.0002037393],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896242,0.0004735451,0.003796991,0.001624282,0.001190913,0.002081957,0.00002322378,0.00002250182,0.001162369],"genre_scores_gemma":[0.9996319,0.00002488681,0.00006299174,0.00001443424,0.00003277793,0.000187115,0.00001988929,0.0000077553,0.00001820105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8127111,"threshold_uncertainty_score":0.3192526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08089517312233108,"score_gpt":0.5519822782660119,"score_spread":0.4710871051436808,"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."}}