{"id":"W2008257030","doi":"10.12927/cjnl.2011.22459","title":"The Call for Leadership to Influence Patient Outcomes","year":2011,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Front line; Nurse Administrator; Health care; Nursing; Psychology; Healthcare system; Public relations; Health administration; Front (military); Political science; Management; MEDLINE; Medicine; Engineering; Economics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001633321,0.0002029151,0.0002547323,0.00009298043,0.001648189,0.00001996155,0.0003933466,0.0002054192,0.0000426258],"category_scores_gemma":[0.001187805,0.0001472333,0.0001034747,0.0001997482,0.0001716209,0.0001147446,0.00003565639,0.0005403761,0.0004722236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003672893,"about_ca_system_score_gemma":0.0001949633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004408448,"about_ca_topic_score_gemma":0.0006691994,"domain_scores_codex":[0.9966459,0.0006930642,0.0006262243,0.000364465,0.000324134,0.001346214],"domain_scores_gemma":[0.9973293,0.001388804,0.0001747658,0.0005708923,0.0002085345,0.0003277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007762605,0.0002946797,0.01649902,0.001314892,0.00008735234,0.000005475457,0.4698113,0.00001267655,0.00005792073,0.1040081,0.1465236,0.2606088],"study_design_scores_gemma":[0.001099815,0.000824047,0.1324452,0.001900137,0.00006428923,9.748823e-7,0.5584973,0.00002716785,0.000171481,0.008171815,0.2962009,0.0005967904],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1570922,0.0007768014,0.01034175,0.7766929,0.007428308,0.01053809,0.00004034835,0.0008209911,0.03626858],"genre_scores_gemma":[0.9208173,0.000004623812,0.002403389,0.06890374,0.000163641,0.0006901628,0.000005367059,0.00004486243,0.006966896],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7637251,"threshold_uncertainty_score":0.9996516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.739227732719516,"score_gpt":0.494874774151821,"score_spread":0.244352958567695,"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."}}