{"id":"W4407738922","doi":"10.1097/nna.0000000000001543","title":"Nursing Leadership","year":2025,"lang":"en","type":"article","venue":"JONA The Journal of Nursing Administration","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing science; Center (category theory); Nursing; Leadership development; Health science; Leadership studies; Political science; Medicine; Medical education; Leadership style; Public relations","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002968388,0.0005846235,0.0004761778,0.001059346,0.003210015,0.005407775,0.0008487578,0.001879929,0.2302942],"category_scores_gemma":[0.0109807,0.0002825352,0.0003919011,0.0008305692,0.0008049795,0.00128432,0.003288955,0.003015928,0.17231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00286259,"about_ca_system_score_gemma":0.01156749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003047574,"about_ca_topic_score_gemma":0.01257801,"domain_scores_codex":[0.9963669,0.0004992092,0.0001305718,0.0002952139,0.00220331,0.0005049189],"domain_scores_gemma":[0.990936,0.0004490807,0.000201214,0.0003583184,0.00431189,0.003743482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006264088,0.00002349771,0.0002831014,0.00005016662,0.000001888623,0.00003708457,0.0001252217,0.00001752433,0.00009680018,0.004397475,0.9050521,0.0899089],"study_design_scores_gemma":[0.000002379316,0.00001122191,0.0004393953,0.00009920442,8.330165e-7,0.00006879282,0.0001712821,0.00001453416,0.00002956971,0.0008384587,0.9983216,0.000002867847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0007827276,0.005335535,0.001472561,0.04229706,0.02305198,0.0001715801,0.0002932889,0.000438782,0.9261564],"genre_scores_gemma":[0.007764874,0.004889097,0.001538419,0.01649836,0.003002963,0.0001649535,0.0004382334,0.000131783,0.9655713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2302942,"threshold_uncertainty_score":0.7704107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1135777439981129,"score_gpt":0.3929271069408845,"score_spread":0.2793493629427717,"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."}}