{"id":"W2304639772","doi":"10.1111/jcpe.12699","title":"Chemotherapeutic decontamination of dental implants colonized by mature multispecies oral biofilm","year":2017,"lang":"en","type":"article","venue":"Journal Of Clinical Periodontology","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces; University of British Columbia","funders":"Alpha Foundation for the Improvement of Mine Safety and Health; Alpha Omega Foundation","keywords":"Biofilm; Chlorhexidine; Bacteria; Human decontamination; Antimicrobial; Peri-implantitis; Microbiology; Chemistry; Antiseptic; Cetrimide; Sodium hypochlorite; Saline; Dentistry; Implant; Biology; Medicine; Surgery; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009039877,0.0001695348,0.001091169,0.00007953196,0.000141415,0.00009264294,0.0007305922,0.0004449535,0.0005253949],"category_scores_gemma":[0.0007594293,0.0001320305,0.0004781268,0.00002842561,0.0004015066,0.0003050633,0.0001080284,0.0004895048,0.00004361961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003951089,"about_ca_system_score_gemma":0.00005997358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001224297,"about_ca_topic_score_gemma":0.0009542128,"domain_scores_codex":[0.9975509,0.0001767961,0.001573794,0.0001758874,0.0002838864,0.0002387526],"domain_scores_gemma":[0.9965011,0.0003781691,0.002454295,0.0003423562,0.0001935946,0.000130491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001672128,0.0004867178,0.9102116,0.00004426663,0.00033305,0.000826344,0.00007742018,9.607118e-8,0.01498513,0.0001782225,0.03155671,0.03962836],"study_design_scores_gemma":[0.004343718,0.0006567267,0.9586843,0.00005804994,0.0001193019,0.006963913,0.0001412681,0.00003783262,0.007959899,0.0001428656,0.02073203,0.0001600488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945368,0.0004171912,0.0001955688,0.0003764243,0.003303482,0.0001236086,0.00009528375,0.00001508135,0.0009366152],"genre_scores_gemma":[0.9960366,0.0002589678,0.00162149,0.0003124999,0.0001907345,0.000001415834,0.00001066737,0.00001642769,0.001551146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0484728,"threshold_uncertainty_score":0.5752705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07650478954820694,"score_gpt":0.4499511576780745,"score_spread":0.3734463681298675,"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."}}