{"id":"W4389048159","doi":"10.1177/23779608231216161","title":"Implementation Leadership in the Point of Care Nursing Context: A Systematic Review Comparing Two Measurement Tools","year":2023,"lang":"en","type":"review","venue":"SAGE Open Nursing","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Canadian Nurses Foundation; McGill University","funders":"McGill University Health Centre; Réseau de recherche portant sur les interventions en sciences infirmières du Québec; Fonds de Recherche du Québec - Santé; Canadian Nurses Foundation; Ingram School of Nursing, McGill University; McGill University","keywords":"Context (archaeology); Systematic review; Scale (ratio); Psychology; Data extraction; Quality (philosophy); Nursing; Consistency (knowledge bases); Nursing literature; MEDLINE; Applied psychology; Computer science; Medicine; Alternative medicine; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03775814,0.001834088,0.009191575,0.01946068,0.001219478,0.005654043,0.002987173,0.002559953,0.003180961],"category_scores_gemma":[0.1444342,0.001555107,0.009311262,0.01963655,0.001986043,0.006128468,0.00306412,0.001944838,0.0002932456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00813556,"about_ca_system_score_gemma":0.03090308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007284965,"about_ca_topic_score_gemma":0.02149012,"domain_scores_codex":[0.9431613,0.02381741,0.0186172,0.003111117,0.0104422,0.000850788],"domain_scores_gemma":[0.8417996,0.114272,0.02657798,0.0024295,0.0138719,0.001048937],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002206354,0.00003892939,0.001758989,0.9477494,0.005809925,0.00006637098,0.0005818142,0.00008089878,0.00008719276,0.0002913694,0.0005608341,0.04275369],"study_design_scores_gemma":[0.0002499544,0.0003359343,0.005513701,0.9521863,0.03169152,0.0002357063,0.0009738508,0.0001068159,0.0001650076,0.0002565343,0.008232413,0.00005226718],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002695447,0.9942971,0.000459708,0.0003387726,0.0001312329,0.001406133,0.0003098568,0.0000121137,0.0003497433],"genre_scores_gemma":[0.05931297,0.928939,0.004316394,0.0008414137,0.0001344536,0.005849097,0.000476729,0.00001273719,0.000117274],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9622419,"threshold_uncertainty_score":0.1996865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9461179682072542,"score_gpt":0.740006243392882,"score_spread":0.2061117248143722,"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."}}