{"id":"W3209222853","doi":"10.1002/cre2.507","title":"Decontamination of multispecies oral biofilm from rough implant surface by airflow with glycine","year":2021,"lang":"en","type":"article","venue":"Clinical and Experimental Dental Research","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Biofilm; Bacteria; Human decontamination; Implant; Microbiology; Materials science; Scanning electron microscope; Chemistry; Biology; Composite material; Waste management; Medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000495542,0.0001959386,0.0004695641,0.00004760643,0.0001574057,0.0001230185,0.0002427402,0.0001807774,0.000680058],"category_scores_gemma":[0.0000884205,0.0001546917,0.0001229452,0.0002071407,0.0006133677,0.0002409204,0.0004916621,0.0003933762,0.000129172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005839106,"about_ca_system_score_gemma":0.00004034568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001807085,"about_ca_topic_score_gemma":0.0005167763,"domain_scores_codex":[0.9974343,0.0002967741,0.0005986412,0.0005575502,0.0007159907,0.0003967728],"domain_scores_gemma":[0.9986672,0.0005746599,0.00009179355,0.0003020698,0.0001288665,0.0002353658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001644609,0.002011459,0.5090072,0.0000491112,0.0002018988,0.003461641,0.0002001727,6.981929e-7,0.4454491,0.0004829356,0.02777817,0.009712999],"study_design_scores_gemma":[0.00298433,0.0008640387,0.1297147,0.0001040951,0.00001766064,0.0009934896,0.002958483,0.0001281304,0.8579068,0.00008761926,0.004000932,0.0002397738],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955893,0.002126575,0.00004239086,0.00006645378,0.0004934,0.0002444962,0.0005732158,0.00004904683,0.0008151187],"genre_scores_gemma":[0.9938533,0.0002831875,0.001447222,0.0001022916,0.00006863171,0.00001371393,0.0004513612,0.00002613958,0.003754191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4124577,"threshold_uncertainty_score":0.7446159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1139367058741275,"score_gpt":0.4695493105976232,"score_spread":0.3556126047234958,"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."}}