{"id":"W2895432478","doi":"10.12968/bjcn.2018.23.10.482","title":"Frailty in older people: a principle-based concept analysis","year":2018,"lang":"en","type":"review","venue":"British Journal of Community Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Relevance (law); Medicine; Formal concept analysis; Process (computing); Conceptual framework; Gerontology; Nursing theory; Older people; MEDLINE; Sociology; Computer science; Social science","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002081232,0.0004883952,0.004488193,0.001484834,0.0003074839,0.0001776947,0.0009569919,0.0005649312,0.0003834819],"category_scores_gemma":[0.001365426,0.0005363168,0.001867902,0.002645079,0.0004550618,0.0002083888,0.00009230994,0.005117027,0.0000116132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142286,"about_ca_system_score_gemma":0.0013754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006286523,"about_ca_topic_score_gemma":0.001451159,"domain_scores_codex":[0.9936926,0.002533861,0.002188005,0.0002046718,0.0008413144,0.0005395294],"domain_scores_gemma":[0.9950305,0.001067587,0.00175477,0.0009953222,0.0007670656,0.0003847629],"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":[0.00003902289,0.001304751,0.0002176899,0.004610854,0.001149917,0.0005483512,0.001606965,0.00001528265,1.484873e-7,0.000002194982,0.003936372,0.9865685],"study_design_scores_gemma":[0.004884207,0.0007767308,0.02330675,0.4398131,0.01898267,0.01788839,0.0007673969,0.00009075656,0.00000315027,0.00005005275,0.4926363,0.0008005192],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002953534,0.9936811,0.001014826,0.0002485003,0.0004508478,0.0006666332,0.00007305168,0.00003320645,0.0008782621],"genre_scores_gemma":[0.01030871,0.9863043,0.002004563,0.0002122189,0.000492256,0.00001029869,0.0003213171,0.0001117251,0.0002345802],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.985768,"threshold_uncertainty_score":0.9997088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07438566345996374,"score_gpt":0.404191497110702,"score_spread":0.3298058336507382,"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."}}