{"id":"W2167090426","doi":"10.1111/j.1600-051x.2007.01113.x","title":"Periodontal therapy alters gene expression of peripheral blood monocytes","year":2007,"lang":"en","type":"article","venue":"Journal Of Clinical Periodontology","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"National Institute of Dental and Craniofacial Research; National Institutes of Health","keywords":"Gene expression; Peripheral blood; Periodontitis; Medicine; Peripheral; Genetic enhancement; Monocyte; Gene; Immunology; Biology; Dentistry; Internal medicine; Genetics","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":[],"category_scores_codex":[0.003914514,0.0002789598,0.001501129,0.0002405234,0.0001479385,0.00003865284,0.0007730186,0.0007277002,0.002018606],"category_scores_gemma":[0.0009329713,0.0002129069,0.0009549949,0.0001763384,0.0009994842,0.000266875,0.0001376976,0.001255198,0.00003653629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003808305,"about_ca_system_score_gemma":0.0002836726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007150929,"about_ca_topic_score_gemma":0.0002877747,"domain_scores_codex":[0.9949703,0.0007601866,0.002918739,0.0003623907,0.0003779095,0.0006104848],"domain_scores_gemma":[0.996338,0.0009419808,0.001418594,0.0004113955,0.0005470779,0.0003429618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005052781,0.0007650026,0.6311798,0.0000230146,0.0002745203,0.001149019,0.0003742514,0.000005563596,0.3454091,0.00005013277,0.001093912,0.01462288],"study_design_scores_gemma":[0.007766244,0.004014776,0.7980867,0.00007840698,0.00007339513,0.004150583,0.0005042983,0.000007592386,0.1646913,0.00009548367,0.02021002,0.0003212628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989966,0.005234928,0.0007677198,0.0002141312,0.002812567,0.0001610668,0.00002102437,0.00001719824,0.0008053217],"genre_scores_gemma":[0.9913931,0.001226506,0.005437686,0.0002634347,0.001112185,0.000001716067,0.000006952661,0.00003127251,0.0005271721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1807179,"threshold_uncertainty_score":0.9988937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0789636955998683,"score_gpt":0.4218404734851279,"score_spread":0.3428767778852596,"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."}}