{"id":"W4378591485","doi":"10.14574/ojrnhc.v23i1.723","title":"Educational Needs of Rural Nurses when Entering Practice","year":2023,"lang":"en","type":"article","venue":"Online Journal of Rural Nursing and Health Care","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"CINAHL; Scopus; Nursing; Context (archaeology); Rural area; Medicine; Rural management; Needs assessment; MEDLINE; Medical education; Rural development; Sociology; Political science; Psychological intervention; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008856879,0.0001806247,0.0005689242,0.0004319885,0.0006625294,0.00001280612,0.000184583,0.0001427149,0.00008912125],"category_scores_gemma":[0.000330428,0.0001561319,0.00009753167,0.0005086501,0.0001019326,0.0003273434,0.00004178938,0.0008148513,0.0000150511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006447917,"about_ca_system_score_gemma":0.001502986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000613169,"about_ca_topic_score_gemma":0.0000834622,"domain_scores_codex":[0.9970164,0.0004269334,0.001342416,0.0000712485,0.0004789798,0.0006640533],"domain_scores_gemma":[0.9962841,0.0006036576,0.001455476,0.0001664705,0.001039923,0.0004504026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.001221574,0.0005020427,0.08498342,0.004109551,0.0001055054,0.000008223506,0.3275418,0.0001133229,0.0001637742,0.003424942,0.3304138,0.2474121],"study_design_scores_gemma":[0.001408739,0.00097241,0.05065654,0.02446956,0.00006539684,0.0001576007,0.8695361,0.00004644741,0.000006242059,0.0009766091,0.05153551,0.0001688397],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7999257,0.01999781,0.00001620516,0.1737021,0.004597638,0.0003947938,0.00008420874,0.00004715632,0.001234379],"genre_scores_gemma":[0.9826273,0.008083623,0.003020618,0.002543308,0.002199738,0.000005849745,0.000141321,0.00004093444,0.001337323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5419943,"threshold_uncertainty_score":0.6366874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04943052350827547,"score_gpt":0.4993213323541205,"score_spread":0.449890808845845,"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."}}