{"id":"W4413113934","doi":"10.1111/inr.70101","title":"Unpacking Policy Implementation Science: What Is It and Why Does It Matter in Nursing?","year":2025,"lang":"en","type":"review","venue":"International Nursing Review","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Work (physics); Implementation research; Unpacking; Public relations; Engineering ethics; Nursing; Knowledge management; Medicine; Political science; Computer science; Psychological intervention","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001819117,0.0006544567,0.001382337,0.002067739,0.0003526745,0.001377283,0.0009991013,0.0002426795,0.0009393364],"category_scores_gemma":[0.000581202,0.0005596438,0.0003416243,0.001913869,0.0006708574,0.002287634,0.0000323612,0.0007532094,0.0001210175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003053998,"about_ca_system_score_gemma":0.001196019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000168955,"about_ca_topic_score_gemma":0.00004220251,"domain_scores_codex":[0.9951433,0.0004891829,0.001477367,0.001161153,0.001022752,0.0007062347],"domain_scores_gemma":[0.9972408,0.0006194641,0.0009826489,0.000610433,0.0003754356,0.0001711627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001085866,0.0001574846,0.00004146087,0.01952465,0.0000362455,0.000001772735,0.003753498,8.779313e-8,6.350852e-7,0.0005137842,0.08730871,0.8886508],"study_design_scores_gemma":[0.0001336004,0.00001688179,0.00003661037,0.4234599,0.000527805,0.00008640908,0.001780129,0.000002125928,0.000003434831,0.00117824,0.572441,0.0003337779],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001966275,0.7643341,0.00001751237,0.2196239,0.008262155,0.001130237,0.00002634763,0.00003396055,0.006569775],"genre_scores_gemma":[0.0000326252,0.969575,0.0003518784,0.02739276,0.001027788,0.0001197569,0.0001860662,0.00007017544,0.001243986],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.888317,"threshold_uncertainty_score":0.999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0572727041891382,"score_gpt":0.5068708536002502,"score_spread":0.449598149411112,"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."}}