{"id":"W4416501677","doi":"10.56885/207982bamjrl","title":"Healing Without Harm: Advancing Antimicrobial Stewardship In Canada with Gentian Violet Methylene Blue Dressings","year":2025,"lang":"","type":"article","venue":"Wound Care Canada","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial; Antibiotics; Antimicrobial stewardship; Wound healing; Anti-Infective Agents; Wound care; Systemic antibiotics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003862243,0.0004467189,0.0003263941,0.001749419,0.00680561,0.005410166,0.002182305,0.00181954,0.007006004],"category_scores_gemma":[0.009617306,0.0003317366,0.0005337017,0.002444425,0.002841214,0.002072383,0.004557846,0.003673584,0.0005710274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09805048,"about_ca_system_score_gemma":0.487473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.982229,"about_ca_topic_score_gemma":0.9950817,"domain_scores_codex":[0.9949784,0.0006616515,0.0001696184,0.0002611455,0.002277181,0.001651967],"domain_scores_gemma":[0.9774578,0.001054611,0.001081448,0.0002119453,0.007740586,0.01245374],"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":[0.0005077861,0.0008805057,0.05723454,0.002455983,0.0001021629,0.001960396,0.006849355,0.001241434,0.005419449,0.02265935,0.1898022,0.710887],"study_design_scores_gemma":[0.0002253967,0.0009939458,0.2081666,0.004556261,0.0001670534,0.0014777,0.02407481,0.002762135,0.00380983,0.006316262,0.7471185,0.0003314055],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.149544,0.08005784,0.006231119,0.6743515,0.003522853,0.0006553149,0.001175653,0.0005749589,0.08388676],"genre_scores_gemma":[0.7130351,0.1273126,0.03664155,0.08443422,0.0008253633,0.0002268161,0.0007564676,0.0002552612,0.03651252],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09805048,"threshold_uncertainty_score":0.7114093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007265892350168421,"score_gpt":0.2545660610861415,"score_spread":0.2473001687359731,"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."}}