{"id":"W2987772786","doi":"10.1097/won.0000000000000589","title":"Dermoscopic Evaluation of Skin Frailty","year":2019,"lang":"en","type":"article","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Queen (butterfly); Gerontology; Library science; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005640209,0.0003442521,0.0003194127,0.002644667,0.0006012704,0.0005846875,0.0002512855,0.00048471,0.004657486],"category_scores_gemma":[0.002312236,0.0002381822,0.0002925391,0.0006247373,0.0003662317,0.0007383824,0.0005905598,0.0007740728,0.0007418882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004025217,"about_ca_system_score_gemma":0.0002944441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003277028,"about_ca_topic_score_gemma":0.004390756,"domain_scores_codex":[0.9995064,0.0001372261,0.00004153909,0.0000528863,0.0001940639,0.00006785492],"domain_scores_gemma":[0.9991201,0.0002362235,0.0001306358,0.00005849597,0.0002972584,0.0001572479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001653185,0.0004713007,0.7122686,0.0007121282,0.0002905929,0.0688043,0.001063655,0.0008778963,0.05037361,0.001226849,0.01239656,0.1498614],"study_design_scores_gemma":[0.00004379612,0.0006508787,0.708099,0.0006113576,0.0001312994,0.2555173,0.001972821,0.00354415,0.009795945,0.0007372967,0.01882896,0.00006721872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8524619,0.03082124,0.005524387,0.002510083,0.0003344009,0.0002564545,0.0007952268,0.000263332,0.1070329],"genre_scores_gemma":[0.9899193,0.003975716,0.001340979,0.000293185,0.0000475897,0.0000157512,0.000112943,0.00001565704,0.004278857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004657486,"threshold_uncertainty_score":0.01558083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06202677484415619,"score_gpt":0.4402295393254737,"score_spread":0.3782027644813175,"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."}}