{"id":"W4395463590","doi":"10.5430/jnep.v14n8p30","title":"Role development and utilization of master’s-prepared omani nurses working in clinical settings: A multiple case study","year":2024,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University; Strong","keywords":"Nursing; Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01180773,0.0005496924,0.0006061331,0.00207609,0.01260956,0.003402802,0.002091837,0.002565158,0.002518024],"category_scores_gemma":[0.01323598,0.0007368518,0.0005657257,0.00148834,0.00373077,0.003950496,0.004896889,0.002493742,0.0003349824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008310162,"about_ca_system_score_gemma":0.006037441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007879912,"about_ca_topic_score_gemma":0.02513022,"domain_scores_codex":[0.990218,0.006462061,0.0003897029,0.0005117908,0.0009256929,0.001492839],"domain_scores_gemma":[0.9889136,0.005998872,0.002046568,0.0004893052,0.001003624,0.001548088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000123021,0.001112255,0.05005579,0.0003377033,0.0000205526,0.01661643,0.9074811,0.0001009564,0.0006330228,0.0019182,0.001705708,0.01989524],"study_design_scores_gemma":[0.00001768592,0.00039831,0.01561873,0.0003409474,0.00001278803,0.005404837,0.9696267,0.0002536416,0.000455152,0.0003232276,0.007517217,0.00003084631],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957766,0.0004659881,0.0004583324,0.0009774391,0.00002636155,0.0001592114,0.00002014683,0.000002827538,0.002113035],"genre_scores_gemma":[0.9944659,0.001188639,0.001563602,0.0005008434,0.00002523305,0.0003477786,0.00003432366,0.000006130077,0.001867568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01260956,"threshold_uncertainty_score":0.06244606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3033252843323137,"score_gpt":0.5949515634673953,"score_spread":0.2916262791350816,"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."}}