{"id":"W2032702059","doi":"10.1111/j.1466-7657.2003.00201.x","title":"Nursing practice issues in Jordan: student‐suggested causes and solutions","year":2004,"lang":"en","type":"article","venue":"International Nursing Review","topic":"Nursing education and management","field":"Nursing","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nursing; Economic shortage; Nursing practice; Burnout; Quality (philosophy); Nursing shortage; Medicine; Psychology; Medical education; Nurse education","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":[0.0004534933,0.0001879582,0.0002600156,0.0002568462,0.0001521402,0.0001507974,0.0002387028,0.0000490225,0.00006693947],"category_scores_gemma":[0.0007026884,0.0001972796,0.00005973008,0.0003336759,0.0001584578,0.0005655662,0.00002452896,0.0002154962,0.00006317415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009985798,"about_ca_system_score_gemma":0.00004444919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001429503,"about_ca_topic_score_gemma":0.00003429655,"domain_scores_codex":[0.9983029,0.0001301329,0.0004622334,0.000364436,0.0004419189,0.0002983661],"domain_scores_gemma":[0.9991696,0.0001108224,0.0001923387,0.0002372865,0.0002011259,0.00008883041],"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":[0.0002425465,0.0076696,0.0009439631,0.001169559,0.0002154228,0.00007148938,0.01585942,0.0004502719,0.0006196204,0.1515239,0.173974,0.6472602],"study_design_scores_gemma":[0.002378051,0.0002908999,0.04640956,0.1638301,0.0006203282,0.0005875861,0.004002501,0.00008823378,0.0003528763,0.02407709,0.7564299,0.0009328772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01772623,0.2144946,0.0003477592,0.7236174,0.02037785,0.001439199,0.00001019263,0.0002469784,0.02173983],"genre_scores_gemma":[0.8775517,0.0790277,0.01223456,0.02617208,0.001202556,0.0001748353,0.0001342944,0.0001348306,0.003367433],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8598255,"threshold_uncertainty_score":0.804483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03677542215510535,"score_gpt":0.4286804279188453,"score_spread":0.3919050057637399,"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."}}