{"id":"W2328255948","doi":"10.7748/nm2003.05.10.2.18.c1922","title":"Role models","year":2003,"lang":"en","type":"review","venue":"Nursing Management","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Business; Psychology; Process management; Nursing; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008256409,0.0004432378,0.001165754,0.0002869484,0.0008149617,0.00004106844,0.0003941263,0.0004356337,0.000801793],"category_scores_gemma":[0.000009326911,0.000374788,0.0002672168,0.0003538532,0.00004547233,0.0001787457,0.00006724707,0.001104352,0.001718499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007015331,"about_ca_system_score_gemma":0.0001459438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001299898,"about_ca_topic_score_gemma":0.00000205937,"domain_scores_codex":[0.9964589,0.001045755,0.0007920172,0.0005725359,0.0003593769,0.0007713801],"domain_scores_gemma":[0.9981378,0.000238307,0.0006583594,0.0007823607,0.00004552793,0.0001375937],"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":[0.00000427018,0.00008433963,1.222098e-7,0.01437486,0.0001187806,0.000006869966,0.000349936,0.000004384327,3.463872e-9,0.02696785,0.07544352,0.8826451],"study_design_scores_gemma":[0.0001520339,0.00001977978,3.950119e-7,0.06584706,0.001589782,0.000003437832,0.0009062758,0.00003030759,3.265768e-9,0.009407279,0.9217196,0.0003240372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.795934e-8,0.5410082,0.0003009739,0.00009273545,0.001812731,0.001067137,0.00000554003,0.0000898112,0.4556229],"genre_scores_gemma":[3.365987e-7,0.927147,0.00208984,0.0002681616,0.0003380921,0.0003076474,0.00006047652,0.0001103115,0.0696781],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8823211,"threshold_uncertainty_score":0.9998704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1909638845120278,"score_gpt":0.5204671799984376,"score_spread":0.3295032954864098,"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."}}