{"id":"W2017101868","doi":"10.1097/01.asw.0000323578.87700.a5","title":"Chronic Wound Infection and Antimicrobial Use","year":2008,"lang":"en","type":"review","venue":"Advances in Skin & Wound Care","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"Guelph General Hospital","funders":"","keywords":"Medicine; Antimicrobial; Anti-Infective Agents; Wound infection; Intensive care medicine; MEDLINE; Dermatology; Microbiology; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004844524,0.0004881068,0.001441408,0.0002841273,0.0001648899,0.00005530399,0.00006816607,0.000403214,0.00001783966],"category_scores_gemma":[0.00004537715,0.0004034753,0.0002701341,0.0003552128,0.0001620367,0.0002987515,0.00005381776,0.0006074167,0.00004503001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297719,"about_ca_system_score_gemma":0.0005052813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000361138,"about_ca_topic_score_gemma":0.001046951,"domain_scores_codex":[0.9981788,0.00008903383,0.0005140489,0.0006117205,0.00021441,0.0003919879],"domain_scores_gemma":[0.9990289,0.0001489417,0.0002148256,0.0004098687,0.00008138839,0.0001160783],"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":[0.0000155311,0.00006735245,0.002541998,0.01787166,0.00009618592,0.0002639064,0.0002302046,0.000006656487,8.340776e-8,0.0000211942,0.0001186041,0.9787666],"study_design_scores_gemma":[0.0009849352,0.0002423559,0.0003905731,0.01566885,0.0004819963,0.001188466,0.00001904528,4.642594e-7,0.000001445895,0.00001338498,0.9806958,0.0003126713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001737867,0.9953432,0.000007399834,0.000008952063,0.0007401264,0.001114854,0.00004758897,0.00006174005,0.0009382595],"genre_scores_gemma":[0.001378707,0.9964808,0.0002164651,0.00004098348,0.0006949255,0.0001171301,0.0005442862,0.00007195542,0.0004547842],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9805772,"threshold_uncertainty_score":0.9998417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928036055547089,"score_gpt":0.3641835220785223,"score_spread":0.3349031615230514,"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."}}