{"id":"W2808165398","doi":"10.12927/cjnl.2018.25474","title":"Development and Validation of the LEADS Scale","year":2018,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; Cape Breton University","funders":"","keywords":"Transformational leadership; Scale (ratio); Psychology; Rating scale; Applied psychology; Health care; Nursing; Nurse Administrator; Social psychology; MEDLINE; Political science; Medicine; Developmental psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0174155,0.0004557295,0.0007002932,0.002665252,0.002157932,0.001681226,0.001346605,0.0004831435,0.006100857],"category_scores_gemma":[0.02886561,0.0004117262,0.0009933823,0.001869417,0.001357507,0.0007073552,0.002066373,0.001664451,0.001828836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006518752,"about_ca_system_score_gemma":0.03107679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1593224,"about_ca_topic_score_gemma":0.3301007,"domain_scores_codex":[0.9890443,0.001791544,0.0008140789,0.0004063838,0.007313604,0.0006299449],"domain_scores_gemma":[0.9711758,0.00380328,0.0007829912,0.001322094,0.02113738,0.001778452],"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":[0.0006988425,0.001845896,0.2386176,0.0008143674,0.0001337297,0.0004301135,0.01532723,0.001506702,0.00518858,0.01012761,0.07575198,0.6495574],"study_design_scores_gemma":[0.0005372762,0.001691841,0.7428702,0.001419333,0.0001646737,0.0003968765,0.01099082,0.003816999,0.003873217,0.004298931,0.2297358,0.0002040046],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7292318,0.001837208,0.04693086,0.004031546,0.001259021,0.06026797,0.01555578,0.000978612,0.1399072],"genre_scores_gemma":[0.6926746,0.003139356,0.1690895,0.001764779,0.000414015,0.07881548,0.0169008,0.0004379554,0.03676346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1593224,"threshold_uncertainty_score":0.31679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3208725913647979,"score_gpt":0.4496158811536257,"score_spread":0.1287432897888278,"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."}}