{"id":"W4223537091","doi":"10.12968/jowc.2022.31.sup4a.s1","title":"Embedding Wound Hygiene into a proactive wound healing strategy","year":2022,"lang":"en","type":"article","venue":"Journal of Wound Care","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Wound care; Hygiene; Competence (human resources); Wound healing; Oral hygiene; Dental hygiene; Nursing; Dentistry; Intensive care medicine; Surgery; Psychology; Pathology","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":[0.00738194,0.0008411481,0.0004624938,0.0009060537,0.003288661,0.0112421,0.001500759,0.006566318,0.02047744],"category_scores_gemma":[0.01223792,0.0003860767,0.0005574726,0.0006302197,0.00486146,0.007721412,0.007284059,0.01188086,0.009157716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002629615,"about_ca_system_score_gemma":0.01212406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153925,"about_ca_topic_score_gemma":0.002275177,"domain_scores_codex":[0.9937894,0.003003319,0.00035739,0.0002570353,0.002054604,0.0005382553],"domain_scores_gemma":[0.9924282,0.002567468,0.0006103397,0.0003319255,0.001587359,0.002474677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005477234,0.0003316109,0.0007760133,0.002734586,0.00002242249,0.0004967501,0.008243616,0.0001678483,0.001566441,0.05443849,0.552603,0.3785644],"study_design_scores_gemma":[0.00001179445,0.0001682523,0.0006521928,0.003897139,0.00001278105,0.0005348175,0.005460459,0.00008923923,0.0004828055,0.01868895,0.9699725,0.00002911507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.003729765,0.05075197,0.01287856,0.8033171,0.05002631,0.0004585979,0.0001348087,0.000554535,0.07814836],"genre_scores_gemma":[0.120668,0.1388301,0.0564311,0.5376281,0.03324119,0.00166409,0.0004096997,0.0007728494,0.1103549],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02047744,"threshold_uncertainty_score":0.06850386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02793333265693392,"score_gpt":0.3382783387654326,"score_spread":0.3103450061084987,"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."}}