{"id":"W3001915199","doi":"","title":"Improving the Quality of Chronic Wound Care Using an Advanced Wound Management Program and Gentian Violet/Methylene Blue-Impregnated Antibacterial (GV/MB) Dressings: A Retrospective Study.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Niagara","funders":"","keywords":"Medicine; Wound care; Wound healing; Context (archaeology); Population; Chronic wound; Surgery; Intensive care 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":[0.001953623,0.0002971723,0.0003762889,0.001205384,0.0006263611,0.0007577282,0.0003938777,0.0005456429,0.001455023],"category_scores_gemma":[0.004032474,0.0005835632,0.0008190243,0.002290322,0.0004331202,0.0009115714,0.0006331248,0.0006262402,0.0002748349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000760079,"about_ca_system_score_gemma":0.0008416678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006126848,"about_ca_topic_score_gemma":0.007019326,"domain_scores_codex":[0.9983993,0.0004801598,0.0002852234,0.0002672532,0.0003411538,0.0002269378],"domain_scores_gemma":[0.9941869,0.0007537254,0.003531617,0.0002754347,0.0005416453,0.0007107067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007633861,0.00006238192,0.9993954,0.000006620763,0.0000287727,0.00002022301,0.00003721383,0.000006100397,0.00002470411,0.000002761151,0.00001668923,0.0003228556],"study_design_scores_gemma":[0.00001556359,0.0005087717,0.998587,0.00001239775,0.00004114259,0.0002617863,0.0003171611,0.00007635525,0.00004100288,0.000006116193,0.000127802,0.000004935503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992912,0.0002947048,0.00005660686,0.00001275022,0.000003096106,0.00001911253,0.0001527118,0.000001182161,0.0001687313],"genre_scores_gemma":[0.999443,0.0001445763,0.00008983767,0.00002339344,0.000006481366,0.00002075903,0.0001946785,0.000001350194,0.00007605681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006126848,"threshold_uncertainty_score":0.01218235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03058772912592204,"score_gpt":0.3259565486188633,"score_spread":0.2953688194929412,"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."}}