{"id":"W2023297738","doi":"10.1089/wound.2014.0567","title":"Clinical Biofilms: A Challenging Frontier in Wound Care","year":2014,"lang":"en","type":"review","venue":"Advances in Wound Care","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Biofilm; Intensive care medicine; Wound care; Medicine; Clinical Practice; Wound healing; Patient care; Surgery; Biology; Nursing; Bacteria","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":[0.0003400461,0.0006779131,0.003356518,0.0004651378,0.00009705257,0.00003634179,0.0002780558,0.0008171379,0.00003730551],"category_scores_gemma":[0.0001632119,0.0005430453,0.0006617591,0.0004330783,0.0001403795,0.0001395823,0.0000915581,0.00140417,0.0001312238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171585,"about_ca_system_score_gemma":0.0004932357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001047285,"about_ca_topic_score_gemma":0.0009288657,"domain_scores_codex":[0.9961677,0.0002924853,0.001422988,0.001032687,0.0004056683,0.0006784882],"domain_scores_gemma":[0.9980542,0.0003655229,0.0003653678,0.000871347,0.0001288406,0.0002146966],"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":[0.00002894332,0.0001143968,0.007480301,0.03489839,0.00009756925,0.0003158303,0.0008788125,0.000004150435,3.813977e-9,0.0000651003,0.00003858993,0.9560779],"study_design_scores_gemma":[0.001686152,0.0003201856,0.0001859002,0.03707156,0.0005895999,0.00004579367,0.002633949,0.000001867037,7.319988e-8,0.00006209564,0.9569622,0.0004406349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002494967,0.9864029,0.000013583,0.0000263038,0.001840957,0.00154107,0.00005275872,0.00007554602,0.00979734],"genre_scores_gemma":[0.002597307,0.9940119,0.000893302,0.000105005,0.0008322939,0.0003465101,0.0006827774,0.0001146651,0.0004162861],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9569236,"threshold_uncertainty_score":0.9997021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04776970395659958,"score_gpt":0.4479842687068702,"score_spread":0.4002145647502706,"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."}}