{"id":"W1507086206","doi":"10.1046/j.1525-139x.2002.00084.x","title":"Biofilms and Infection in Dialysis Patients","year":2002,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Biofilm; Peritoneal dialysis; Bacteremia; Hemodialysis; Peritonitis; Intensive care medicine; Dialysis; Microbiology; Internal medicine; Bacteria; Antibiotics; Biology","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":[0.0004291833,0.0006102863,0.0009904428,0.001234152,0.0003452004,0.0006991449,0.0004422121,0.001387103,0.002381307],"category_scores_gemma":[0.0006507607,0.0001497203,0.0002811267,0.00146307,0.000308936,0.0008655731,0.0004832826,0.000818656,0.001079424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000494267,"about_ca_system_score_gemma":0.0008834246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001283046,"about_ca_topic_score_gemma":0.001738676,"domain_scores_codex":[0.9998017,0.00005098545,0.00002248338,0.0000265102,0.00008272757,0.00001554688],"domain_scores_gemma":[0.9998454,0.00005328796,0.00002889975,0.000003886708,0.00004584339,0.00002273374],"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":[0.00007403044,0.00006221753,0.0014745,0.007906644,0.00005855737,0.001121229,0.0001787772,0.0001835018,0.001106442,0.002223649,0.04331278,0.9422976],"study_design_scores_gemma":[0.00002906423,0.0002096454,0.01068299,0.006728758,0.0001308118,0.01447882,0.0003629799,0.0001402432,0.0004660343,0.003726942,0.9630147,0.00002902454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002679571,0.9976701,0.00008830382,0.000525889,0.000292032,0.000002999652,0.000005304174,0.000003918086,0.001143474],"genre_scores_gemma":[0.001920272,0.996551,0.0001403807,0.000306803,0.0003097597,0.000005605403,0.00001002148,5.563455e-7,0.0007556556],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002381307,"threshold_uncertainty_score":0.00796622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414587274692804,"score_gpt":0.2633351360623631,"score_spread":0.249189263315435,"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."}}