{"id":"W2411685471","doi":"10.1097/01.asw.0000363537.75328.36","title":"SCALE","year":2010,"lang":"en","type":"article","venue":"Advances in Skin & Wound Care","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Registered Nurses' Association of Ontario","funders":"","keywords":"Documentation; Medicine; Competence (human resources); Scale (ratio); Wound care; Continuing education; Medical education; Nursing; Surgery; Psychology","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":[0.0002501485,0.00009637803,0.0001380213,0.00007423458,0.0002267292,0.000007534247,0.0002200542,0.0001018169,0.001439637],"category_scores_gemma":[0.00004459936,0.00007789167,0.00004308732,0.0001419288,0.00004673891,0.0002635001,0.0001498338,0.0005936777,0.0003574096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005218213,"about_ca_system_score_gemma":0.00004355201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006090357,"about_ca_topic_score_gemma":0.01417197,"domain_scores_codex":[0.9989203,0.0001220211,0.0002559553,0.0002259733,0.0001653073,0.0003104978],"domain_scores_gemma":[0.999349,0.00009341327,0.00008026502,0.0003433014,0.00007111864,0.00006288401],"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":[0.0000926551,0.0001961086,0.2708162,0.001549644,0.00002642726,0.00003203212,0.02772778,0.0001182132,0.0004025907,0.03568507,0.017481,0.6458723],"study_design_scores_gemma":[0.0005007947,0.00001118704,0.01880816,0.00005213764,0.000006554523,3.603539e-7,0.006685865,0.00000627233,0.00005471527,0.003722562,0.9700442,0.0001071795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1684462,0.003414009,0.001456709,0.00096303,0.009407086,0.00185069,0.00002354818,0.0002293783,0.8142094],"genre_scores_gemma":[0.986843,0.0002672398,0.001456389,0.001043976,0.0002928099,0.0002696797,0.00002013448,0.00001587446,0.009790829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9525632,"threshold_uncertainty_score":0.9994732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040867075322563,"score_gpt":0.4028646940868453,"score_spread":0.3924560233336196,"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."}}