{"id":"W2220095119","doi":"10.4236/ojn.2015.512113","title":"The Nursing Documentation Dilemma in Uganda: Neglected but Necessary. A Case Study at Mulago National Referral Hospital","year":2015,"lang":"en","type":"article","venue":"Open Journal of Nursing","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Referral; Documentation; Dilemma; Nursing documentation; Medicine; Nursing; Family medicine; Nursing care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001404214,0.0002501942,0.0003810645,0.0003037384,0.0007436644,0.00126209,0.0004750951,0.00008418035,0.00003024234],"category_scores_gemma":[0.000422326,0.0002020872,0.00009786876,0.0005666051,0.0001566591,0.002527324,0.00005181589,0.000406064,0.00001016007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003342656,"about_ca_system_score_gemma":0.0002112029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006638612,"about_ca_topic_score_gemma":0.0002826731,"domain_scores_codex":[0.9965534,0.000637039,0.001020141,0.0003032778,0.001053329,0.000432867],"domain_scores_gemma":[0.9976007,0.0003312697,0.0008605191,0.0002013582,0.0007697825,0.0002363696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.01387626,0.0158151,0.09554693,0.00002430412,0.000350195,0.00496765,0.2495637,0.005019166,0.005263243,0.0004629767,0.1359404,0.4731701],"study_design_scores_gemma":[0.05719002,0.01999877,0.2032452,0.007548962,0.001148526,0.0304233,0.6349579,0.005011516,0.008000679,0.02663911,0.003653436,0.002182562],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855263,0.0004256374,0.00005617982,0.007152583,0.004329015,0.0008896705,0.000003777121,0.00001564161,0.001601239],"genre_scores_gemma":[0.9983481,0.000007804775,0.0009375865,0.000125326,0.0004251539,0.00001639535,0.00001253935,0.00004223745,0.00008491685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4709876,"threshold_uncertainty_score":0.9997747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08077944461026298,"score_gpt":0.4155183936916134,"score_spread":0.3347389490813504,"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."}}