{"id":"W2134018137","doi":"10.1177/089686080102103s37","title":"Biofilms in Peritoneal Dialysis","year":2001,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Peritoneal dialysis; Biofilm; Medicine; Peritonitis; Microbiology; Antibiotics; Catheter; Antibiotic resistance; Bacteria; Bacterial growth; Internal medicine; Surgery; 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":[0.0006133298,0.000272542,0.0003699164,0.0007198564,0.0008766936,0.00117769,0.000260352,0.001432379,0.001526898],"category_scores_gemma":[0.001030583,0.0001913315,0.0002243201,0.0005396879,0.0004110866,0.0006786544,0.0009493628,0.001007841,0.0003253713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009402243,"about_ca_system_score_gemma":0.0007843695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002255233,"about_ca_topic_score_gemma":0.001447293,"domain_scores_codex":[0.9996293,0.0001230273,0.00003149765,0.0000494605,0.0001103348,0.00005647209],"domain_scores_gemma":[0.9995632,0.00006126163,0.0001523633,0.00001361913,0.0001184954,0.00009108027],"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":[0.001180441,0.001050448,0.08474333,0.009112437,0.0002735894,0.01653845,0.009253977,0.002573147,0.2121267,0.08520796,0.03745098,0.5404885],"study_design_scores_gemma":[0.0001364867,0.001335881,0.3406568,0.00435005,0.000338613,0.03890763,0.006998289,0.003321989,0.02371366,0.0546883,0.5253728,0.0001795468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2519492,0.7064134,0.003518402,0.01453656,0.00180923,0.0001040728,0.0002728105,0.0000478666,0.02134849],"genre_scores_gemma":[0.7972642,0.1946366,0.001695716,0.001211486,0.0007094155,0.00006679826,0.0001490596,0.000005909738,0.004260891],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002255233,"threshold_uncertainty_score":0.006821811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007221434963088,"score_gpt":0.2560846862854178,"score_spread":0.2460124719357869,"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."}}