{"id":"W4393868006","doi":"10.1111/jre.13248","title":"Analysis of inflammation and bone remodeling of atmospheric plasma therapy in experimental periodontitis","year":2024,"lang":"en","type":"article","venue":"Journal of Periodontal Research","topic":"Plasma Applications and Diagnostics","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Periodontitis; Inflammation; Periodontal fiber; Medicine; Bone remodeling; Internal medicine; Dentistry; Bone tissue; RANKL; 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":[0.001050263,0.00007694375,0.0004332114,0.0004647723,0.00003475303,0.0000380804,0.00007536069,0.00007062183,0.0001030781],"category_scores_gemma":[0.0002374912,0.00006241963,0.000146691,0.001291687,0.0001471059,0.0001492622,0.00004016397,0.0003073613,0.000001366626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001321968,"about_ca_system_score_gemma":0.0002543352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001855525,"about_ca_topic_score_gemma":0.00008858246,"domain_scores_codex":[0.9985016,0.00006397575,0.0006158834,0.0001235094,0.0005450624,0.000149946],"domain_scores_gemma":[0.9990141,0.0002938668,0.0001143692,0.0001271642,0.0003546271,0.00009587064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00083992,0.0003223826,0.0492442,0.0001630469,0.0004992551,0.0002004288,0.004982984,0.0007010594,0.893415,0.0005629785,0.00007862749,0.04899009],"study_design_scores_gemma":[0.004171807,0.004362993,0.2725666,0.001456472,0.000473531,0.0006165328,0.01230577,0.4018961,0.298991,0.0001408164,0.002765785,0.0002526415],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921382,0.006949323,0.0001020517,0.0002710379,0.00003389597,0.0001620116,0.000006267923,0.000003343343,0.0003338846],"genre_scores_gemma":[0.9945272,0.002901228,0.002424159,0.000003493989,0.00005579084,0.000006364028,0.000004770271,0.00001114188,0.00006587487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5944241,"threshold_uncertainty_score":0.2545398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05255754717370349,"score_gpt":0.3872855647486821,"score_spread":0.3347280175749787,"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."}}