{"id":"W25552502","doi":"","title":"Bacterial swabs and the chronic wound: when, how, and what do they mean?","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Moncton Hospital","funders":"","keywords":"Medicine; Biopsy; Wound infection; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004032548,0.0001146944,0.0002093681,0.00002883943,0.0001215045,0.0002697948,0.00002992851,0.00006068667,0.00002123839],"category_scores_gemma":[0.00008010642,0.00006422272,0.00003318531,0.00002857788,0.000119314,0.0001522915,0.00001742125,0.0001005909,0.000004946141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007073365,"about_ca_system_score_gemma":0.00003800899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006126075,"about_ca_topic_score_gemma":0.0001097828,"domain_scores_codex":[0.9992231,0.00008203674,0.00009757057,0.0001933645,0.0001282384,0.0002756554],"domain_scores_gemma":[0.9994994,0.00009186175,0.00003867644,0.0002073992,0.00002285378,0.0001397845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00197303,0.0003767925,0.02804524,0.0003423996,0.001088892,0.0001008709,0.009980135,5.240839e-7,0.0001219493,0.02030373,0.00240519,0.9352612],"study_design_scores_gemma":[0.07318715,0.0005648113,0.4493829,0.0003372951,0.001694402,0.001007993,0.003600162,0.00001743348,0.001601879,0.04302132,0.424852,0.000732656],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772401,0.01200122,0.000002126677,0.005503708,0.0005017002,0.0009996406,0.0000019751,0.00003336874,0.003716165],"genre_scores_gemma":[0.9934908,0.003965086,0.00004108009,0.0002892148,0.0002538987,0.000365256,0.000005529332,0.00001421892,0.001574949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9345286,"threshold_uncertainty_score":0.2618927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01931684442251408,"score_gpt":0.2315387060084426,"score_spread":0.2122218615859285,"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."}}