{"id":"W6959247281","doi":"10.6084/m9.figshare.c.6576025","title":"Evaluating knowledge and attitudes scales for the care of older adults among nursing students in Ghana","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Agriculture and Biological Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; University of Toronto","funders":"","keywords":"Scale (ratio); Internal consistency; Consistency (knowledge bases); Session (web analytics); Nurse education; Sample (material); Knowledge level; Gerontological nursing; MEDLINE","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005452985,0.0001957573,0.0002612241,0.00001146786,0.00007804732,0.00004330225,0.0002685855,0.0002157351,0.005569324],"category_scores_gemma":[0.0001389953,0.00004956762,0.00009903292,0.0001583606,0.00003537771,0.00001574383,0.0001729005,0.0001222797,0.00004841604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002013993,"about_ca_system_score_gemma":0.000002672565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006536503,"about_ca_topic_score_gemma":0.006069773,"domain_scores_codex":[0.9991379,0.00003507193,0.0001619072,0.0003338632,0.0001467325,0.0001844673],"domain_scores_gemma":[0.9994777,0.0002861104,0.0001051078,0.00003641685,0.00006607331,0.00002855362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001451793,0.0001165777,0.00588278,0.0009303027,0.00007869099,0.00000168974,0.001028978,1.338117e-7,0.00004460867,0.000003724573,0.7699833,0.2219147],"study_design_scores_gemma":[0.0002148739,0.0002809521,0.9031081,0.03468739,0.00006051861,8.059498e-7,0.004089715,0.000008555678,0.00004348563,0.0000165937,0.05715442,0.0003346149],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.12486,0.6206037,9.108886e-8,0.0003599772,0.0004264755,0.006458322,0.1873216,0.0003167145,0.05965303],"genre_scores_gemma":[0.9440252,0.000236803,0.00003107742,0.0000408061,0.001147977,0.0008255672,0.02090909,0.00001684478,0.03276666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8972253,"threshold_uncertainty_score":0.9953397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06303270211014753,"score_gpt":0.3482359072283565,"score_spread":0.285203205118209,"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."}}