{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003615457,0.001169021,0.001151279,0.001852898,0.001270197,0.003196033,0.002626163,0.00269179,0.01598239],"category_scores_gemma":[0.004625933,0.0004457103,0.0008169042,0.001814067,0.00253498,0.003586812,0.00275182,0.003030709,0.009675017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002353034,"about_ca_system_score_gemma":0.004367499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002944458,"about_ca_topic_score_gemma":0.00791666,"domain_scores_codex":[0.9972915,0.001151933,0.0001876485,0.0002380817,0.0009359745,0.0001948541],"domain_scores_gemma":[0.9977552,0.001155239,0.0002633301,0.0001043208,0.0004494869,0.000272374],"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":[0.0001044947,0.0001951166,0.0004338998,0.007252963,0.00003489312,0.0004387851,0.001816944,0.000295147,0.0006096164,0.1070588,0.1107559,0.7710035],"study_design_scores_gemma":[0.00002908407,0.00008556491,0.000447855,0.004792982,0.00002467246,0.001289238,0.0007934616,0.00006732624,0.0001433128,0.01232739,0.9799818,0.00001721098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001166774,0.8594163,0.007430955,0.01449819,0.004839447,0.0001758029,0.0001028463,0.0001177275,0.112252],"genre_scores_gemma":[0.02928425,0.8504296,0.01106511,0.01935441,0.001010424,0.0006809047,0.00014855,0.00005173673,0.08797502],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01598239,"threshold_uncertainty_score":0.05346644,"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."}}