{"id":"W2727374895","doi":"10.1111/iwj.12766","title":"Refractory venous leg ulcers: observational evaluation of innovative new technology","year":2017,"lang":"en","type":"article","venue":"International Wound Journal","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Windsor Regional Hospital; Western University; St. Joseph’s Healthcare Hamilton; Home and Community Care Support Services","funders":"","keywords":"Medicine; Formulary; Observational study; Refractory (planetary science); Surgery; Wound care; Wound healing; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003779471,0.0001049257,0.0001964601,0.0002842039,0.0002156668,0.0001051246,0.0002638738,0.0000737705,0.001132194],"category_scores_gemma":[0.001174954,0.00008960599,0.00008982921,0.00008624512,0.0001141657,0.0003786208,0.00004647467,0.0001977568,0.00003051391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003715416,"about_ca_system_score_gemma":0.001123053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004123701,"about_ca_topic_score_gemma":0.000009854572,"domain_scores_codex":[0.9983844,0.00002002178,0.0003417229,0.0001393273,0.0009938022,0.0001207443],"domain_scores_gemma":[0.9968538,0.00004325388,0.0006014224,0.0002287063,0.002181988,0.0000908892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006052362,0.01009899,0.5992234,0.00001965713,0.002268116,0.0001780078,0.0003172781,0.000119052,0.00142024,0.01407301,0.01537639,0.3563007],"study_design_scores_gemma":[0.004439479,0.001480558,0.9474338,0.0003121095,0.0002476879,0.0003983135,0.0001837473,0.0001195041,0.001023799,0.0206495,0.02359982,0.0001116957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709945,0.0006054603,0.0001140843,0.01102078,0.0009134908,0.0001875853,0.00002180795,0.00001472216,0.01612754],"genre_scores_gemma":[0.9970233,0.0001296251,0.001222941,0.0001853319,0.0006631929,0.00001096593,0.00004335963,0.0000115576,0.0007097318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.356189,"threshold_uncertainty_score":0.9997809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1436156820437203,"score_gpt":0.4209650921229054,"score_spread":0.2773494100791851,"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."}}