{"id":"W1583580397","doi":"10.1002/0470867841.ch5","title":"Biofilm‐Related Infections on Tissue Surfaces","year":2003,"lang":"en","type":"other","venue":"","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Umeå Universitet; Vetenskapsrådet; Swedish Foundation for International Cooperation in Research and Higher Education","keywords":"Biofilm; Gastrointestinal tract; Respiratory tract; Microbiology; Osteomyelitis; Urinary system; Endocarditis; Genital tract; Medicine; Infective endocarditis; Biology; Respiratory system; Bacteria; Immunology; Internal medicine; Physiology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007280589,0.0002551963,0.0003935023,0.0003690828,0.00003789382,0.00001623195,0.00003614556,0.0002473644,0.0543154],"category_scores_gemma":[0.00004621051,0.0002032885,0.0001210436,0.0001958989,0.00004416393,0.00001218053,0.0000199794,0.0002191218,0.004793828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007758613,"about_ca_system_score_gemma":0.00002954881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004085745,"about_ca_topic_score_gemma":0.0000885319,"domain_scores_codex":[0.9990761,0.00004562542,0.0001545229,0.0003236283,0.0001864201,0.0002137572],"domain_scores_gemma":[0.9994341,0.00003404185,0.00008054187,0.0003396238,0.0000276989,0.00008406338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000108377,0.0003313526,0.0009356292,0.00005558957,0.0004006441,0.00004574427,0.000004663922,0.00000691746,0.00001038885,0.0123694,0.9841272,0.001711348],"study_design_scores_gemma":[0.0007050015,0.0004621443,0.002696726,0.0002584768,0.0001897133,0.00001558455,0.00001034773,0.000001826887,0.0003460402,0.00004317191,0.9950616,0.0002093506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001103392,0.0004824309,0.0001186784,0.0001744527,0.001278682,0.000856031,0.00002073572,0.0004496016,0.9965091],"genre_scores_gemma":[0.002369803,0.001501999,0.0002160463,0.001027373,0.0001743037,0.00008589419,0.00009455151,0.0003359064,0.9941941],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04952157,"threshold_uncertainty_score":0.995981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118261614295898,"score_gpt":0.284441682510252,"score_spread":0.2726155210806622,"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."}}