{"id":"W4372325816","doi":"10.35279/jowm2023.24.01.07","title":"Signs, symptoms and/or biomarkers reported to indicate biofilm in chronic wounds: an eDelphi consensus protocol","year":2023,"lang":"en","type":"article","venue":"Journal of Wound Management Official journal of the European Wound Management Association","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prioris.ai (Canada)","funders":"Irish Research Council; University of Galway","keywords":"Biofilm; Medicine; Psychological intervention; Intensive care medicine; Protocol (science); Health care; Wound care; Pathology; Alternative medicine; Nursing; Bacteria","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":[0.08189576,0.002528367,0.004042324,0.004750892,0.003886846,0.003676322,0.003400632,0.006102352,0.02273626],"category_scores_gemma":[0.08270236,0.001739973,0.006280687,0.002294725,0.00238769,0.003045829,0.005684198,0.006483737,0.007876804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004240518,"about_ca_system_score_gemma":0.0215764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001854299,"about_ca_topic_score_gemma":0.00466429,"domain_scores_codex":[0.9292168,0.0381526,0.0220616,0.002562787,0.004703025,0.003303108],"domain_scores_gemma":[0.8952784,0.04060918,0.01048877,0.005475427,0.04392939,0.00421889],"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":[0.03118582,0.01290763,0.04133283,0.1218185,0.002938249,0.004217071,0.04849929,0.006780196,0.02010741,0.01822338,0.2361423,0.4558473],"study_design_scores_gemma":[0.05815936,0.01436329,0.1411548,0.179064,0.003915669,0.005660252,0.03687472,0.02198916,0.01398815,0.02609593,0.4961596,0.002574997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02529276,0.002887454,0.03661243,0.005212108,0.001401119,0.9046518,0.00460232,0.0003907873,0.01894921],"genre_scores_gemma":[0.03140315,0.001812659,0.0617968,0.002778256,0.0003992284,0.896777,0.00253923,0.00006794049,0.002425714],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08189576,"threshold_uncertainty_score":0.4331114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02728652416425494,"score_gpt":0.3127163531039181,"score_spread":0.2854298289396632,"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."}}