{"id":"W4239744733","doi":"10.1097/psn.0b013e3182a42d49","title":"Certification","year":2013,"lang":"en","type":"article","venue":"Plastic Surgical Nursing","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Nursing homes; Nursing; Management; Political science; Medicine; 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002071938,0.00007723163,0.0001134901,0.00006041773,0.0003136973,0.00001411494,0.00008975741,0.00007341344,0.009330744],"category_scores_gemma":[0.0001638992,0.00006502063,0.00003894767,0.0001080391,0.00004002147,0.0001188574,0.00002975992,0.0002063599,0.005822668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007835925,"about_ca_system_score_gemma":0.00002072069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004402224,"about_ca_topic_score_gemma":0.000002030296,"domain_scores_codex":[0.998841,0.0002355212,0.0002805352,0.0001735731,0.0001631885,0.000306172],"domain_scores_gemma":[0.9987732,0.0008048773,0.0000732927,0.0001597842,0.00006719084,0.0001217204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001596872,0.0008638724,0.01119334,0.0003653928,0.0001082676,0.00002495335,0.004090758,0.000148902,0.001834937,0.1347173,0.4955731,0.3509195],"study_design_scores_gemma":[0.002155537,0.00005169808,0.1842836,0.001008459,0.00008512468,0.000006105315,0.001924974,0.01221253,0.00006110546,0.0176405,0.7801735,0.0003969499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1909752,0.000285913,0.05691777,0.01230656,0.008386719,0.002546425,0.000005299164,0.0008271631,0.7277489],"genre_scores_gemma":[0.9918196,0.000008572903,0.0003742937,0.0001874053,0.0002201665,0.0001479528,0.00001347388,0.00001121548,0.007217341],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8008444,"threshold_uncertainty_score":0.9949514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06098508398827588,"score_gpt":0.4059705388672764,"score_spread":0.3449854548790005,"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."}}