{"id":"W2467164120","doi":"10.1097/nnd.0000000000000188","title":"New Rural Acute Care Nurses Speak Up","year":2015,"lang":"en","type":"article","venue":"Journal for Nurses in Professional Development","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Nursing; Acute care; Nurse educator; Medicine; Medical education; Psychology; Health care; Nurse education; Political science","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001138659,0.0004322496,0.0006521172,0.0003447959,0.001415858,0.00003456148,0.00065042,0.0004479822,0.0006152914],"category_scores_gemma":[0.0004185603,0.0003332874,0.0001366609,0.0004171127,0.00005708316,0.0004243431,0.0002392867,0.001527695,0.0005139739],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002774255,"about_ca_system_score_gemma":0.008650898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009209121,"about_ca_topic_score_gemma":0.0003027617,"domain_scores_codex":[0.994822,0.0004430499,0.001724169,0.000380455,0.001117906,0.001512381],"domain_scores_gemma":[0.9963865,0.0003915508,0.0006744725,0.0002960786,0.00102198,0.001229431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001191285,0.00009447747,0.04747043,0.0001779051,0.00006515683,0.00004096756,0.05029868,0.00002554251,0.00001728665,0.001203327,0.8676428,0.03177214],"study_design_scores_gemma":[0.004169919,0.0001748755,0.01487562,0.003440329,0.00003125602,0.00006143482,0.08881529,0.00001283635,0.00009493176,0.003537611,0.8843964,0.0003895375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.4792572,0.002656496,0.0001103356,0.004108121,0.5009688,0.003520897,0.00004846441,0.0001596042,0.00917015],"genre_scores_gemma":[0.06004325,0.0001586767,0.01347131,0.002378684,0.002366754,0.0004372531,0.0002103544,0.0001155827,0.9208182],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.911648,"threshold_uncertainty_score":0.9999119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06145372583288142,"score_gpt":0.4895675735875438,"score_spread":0.4281138477546624,"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."}}