{"id":"W2071762045","doi":"10.5539/gjhs.v7n4p161","title":"Modification of Nursing Education for Upgrading Nurses' Participation: A Thematic Analysis","year":2015,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tehran University of Medical Sciences and Health Services","keywords":"Thematic analysis; Nurse education; Nursing; Curriculum; Nonprobability sampling; Apprehension; Professional development; Psychology; Qualitative research; Medicine; Medical education; Sociology; Pedagogy; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004116744,0.00009548105,0.0003166938,0.0004390722,0.0002815588,0.00009677152,0.0003591473,0.00003585394,0.000003024854],"category_scores_gemma":[0.0009121436,0.00008677768,0.0001086577,0.002424106,0.000311205,0.0008937655,0.000002396917,0.00009466129,0.000001980261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001189343,"about_ca_system_score_gemma":0.002989851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007056862,"about_ca_topic_score_gemma":0.000005417076,"domain_scores_codex":[0.9977285,0.0001450865,0.0008515066,0.0001835816,0.0007595479,0.0003318182],"domain_scores_gemma":[0.9962392,0.0001082259,0.001703124,0.0002364499,0.001398519,0.0003144545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001204785,0.005600661,0.1155441,0.0005305881,0.0001894721,3.868025e-7,0.07697277,0.006324345,0.001210448,0.03144418,0.02024376,0.7407345],"study_design_scores_gemma":[0.003409785,0.003989463,0.562715,0.003793624,0.00363577,0.0007373089,0.2070217,0.03764619,0.005468809,0.1683034,0.002386382,0.0008926732],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9094499,0.001987062,0.04661327,0.03234683,0.007727476,0.0005351361,0.000004712995,0.00002109273,0.001314492],"genre_scores_gemma":[0.9847722,0.000005025226,0.01465822,0.0003134025,0.0002240639,0.000005773542,0.000003197413,0.000004997158,0.00001308633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7398418,"threshold_uncertainty_score":0.5303868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1702383901389201,"score_gpt":0.4931315999752243,"score_spread":0.3228932098363042,"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."}}