{"id":"W3208611076","doi":"10.21037/apm-21-2757","title":"Pressure ulcers in patients with diabetes: a bibliometrics analysis","year":2021,"lang":"en","type":"article","venue":"Annals of Palliative Medicine","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bibliometrics; Citation; Centrality; China; Science Citation Index; Diabetes mellitus; Library science; Index (typography); Family medicine; Gerontology; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001002199,0.0001466962,0.0006044481,0.003797219,0.00008093438,0.000002751867,0.0001625383,0.00008086296,0.00210381],"category_scores_gemma":[0.0009438214,0.0001045785,0.00008255868,0.01609684,0.00008782838,0.00009759072,0.0001184571,0.0002756139,0.00001356176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001816043,"about_ca_system_score_gemma":0.00007724603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001203891,"about_ca_topic_score_gemma":0.0003973709,"domain_scores_codex":[0.9975587,0.00056176,0.0005924702,0.0002979877,0.0006235467,0.0003655904],"domain_scores_gemma":[0.9975787,0.0004787958,0.0004120607,0.0003594944,0.001049113,0.0001218776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006230369,0.0002312053,0.9812916,0.0003538006,0.001541193,0.000003713943,0.001772238,0.00009787292,0.000007576765,0.0004491645,0.01349819,0.0006911539],"study_design_scores_gemma":[0.002345727,0.0002012307,0.9715086,0.0003822872,0.0004596527,1.263039e-9,0.001110939,0.0001386639,0.00003479943,0.0002267375,0.02348972,0.0001016698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9551692,0.003422744,0.004606273,0.01305049,0.0004248621,0.001712307,0.0001251222,0.00006698009,0.02142201],"genre_scores_gemma":[0.9929876,0.0003022469,0.0001759829,0.003201145,0.00004815639,0.00005751691,0.0001442347,0.00001243192,0.003070734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03781834,"threshold_uncertainty_score":0.9988084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1126698826476841,"score_gpt":0.4506884416778527,"score_spread":0.3380185590301686,"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."}}