{"id":"W2139196356","doi":"10.12927/cjnl.2003.16257","title":"Research: Evidence-based Nursing Practice: How to Get There from Here","year":2003,"lang":"en","type":"review","venue":"Nursing leadership","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Nursing; Nursing research; Quality (philosophy); Medicine; Nurse education; Clothing; Evidence-based nursing; Clinical Practice; Task (project management); Alternative medicine; Political science; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.01495597,0.0006228229,0.001538153,0.001212353,0.003057372,0.0003460377,0.001448605,0.001421856,0.0009662245],"category_scores_gemma":[0.02061383,0.0005185527,0.0003103951,0.003579462,0.0007488143,0.0009071055,0.0000410533,0.007134171,0.004758477],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006638421,"about_ca_system_score_gemma":0.0223167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007956016,"about_ca_topic_score_gemma":0.00009694247,"domain_scores_codex":[0.9696051,0.02133726,0.001110209,0.001509724,0.002685197,0.003752547],"domain_scores_gemma":[0.970162,0.02448221,0.0006817144,0.001548713,0.001266124,0.001859265],"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":[0.00006124979,0.0001865826,0.00001808171,0.01031958,0.00001911373,0.00001290037,0.007984275,9.600474e-7,5.785138e-7,0.0001500785,0.2994812,0.6817654],"study_design_scores_gemma":[0.000128966,0.0001934857,0.00002523663,0.2584884,0.000101047,0.000003419381,0.06984604,0.000008529129,3.138898e-7,0.0002717223,0.6706055,0.0003272991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000100088,0.8586197,0.0004195926,0.1246183,0.004251997,0.004300675,0.00003964611,0.0001289759,0.007611049],"genre_scores_gemma":[0.000178861,0.9789743,0.00469205,0.003845059,0.004237325,0.001014579,0.0001368741,0.0001813103,0.006739686],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6814381,"threshold_uncertainty_score":0.999947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9109998285557624,"score_gpt":0.6560165441298639,"score_spread":0.2549832844258986,"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."}}