{"id":"W3216860374","doi":"10.12968/jowc.2023.32.4.229","title":"International validation of a venous leg ulcer risk assessment tool","year":2023,"lang":"en","type":"article","venue":"Journal of Wound Care","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Park","funders":"","keywords":"Medicine; Venous leg ulcer; Receiver operating characteristic; Risk assessment; Physical therapy; Leg ulcer; Psychological intervention; Risk management tools; Compression stockings; Intensive care medicine; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03713535,0.0007059106,0.000594218,0.00310078,0.0005389192,0.00131502,0.001266702,0.0007033015,0.002182953],"category_scores_gemma":[0.0662488,0.0002576883,0.001125816,0.001960173,0.0007640561,0.001203797,0.002085165,0.001079709,0.0007853156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007202163,"about_ca_system_score_gemma":0.002213498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001856691,"about_ca_topic_score_gemma":0.001723472,"domain_scores_codex":[0.9828516,0.008129229,0.002666336,0.001124597,0.004727535,0.0005006967],"domain_scores_gemma":[0.9474379,0.01953833,0.008325955,0.003713353,0.01940096,0.001583391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006983448,0.000635103,0.8131529,0.000368024,0.0003996425,0.0001329556,0.001773651,0.001759838,0.001044668,0.001563386,0.004520921,0.1739506],"study_design_scores_gemma":[0.000318844,0.002560369,0.9529383,0.001214541,0.0004343798,0.00114192,0.00131896,0.009623861,0.002390682,0.001304788,0.0266607,0.00009270414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8905602,0.002790166,0.06242461,0.001894705,0.0006306455,0.002476154,0.004117835,0.0003255295,0.03478015],"genre_scores_gemma":[0.9419449,0.00051148,0.0507152,0.0002521732,0.00008415,0.001370313,0.003349466,0.00007675064,0.001695589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03713535,"threshold_uncertainty_score":0.1963928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496587789837021,"score_gpt":0.3292886815693771,"score_spread":0.3143228036710069,"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."}}