{"id":"W2034175848","doi":"10.1046/j.0906-6713.2003.003429.x","title":"Detection of localized tooth‐related factors that predispose to periodontal infections","year":2004,"lang":"en","type":"review","venue":"Periodontology 2000","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Dentistry; Gingival sulcus; Gingival and periodontal pocket; Periodontal disease; Enamel paint; Dental plaque; Orthodontics","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003700514,0.0009274518,0.003326905,0.0009536059,0.0004349388,0.00009224511,0.0007900283,0.002362353,0.005233379],"category_scores_gemma":[0.0002938854,0.0008121824,0.001339282,0.0009751995,0.0007333382,0.0002075568,0.0002993775,0.001513005,0.001974141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008887139,"about_ca_system_score_gemma":0.001149013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002555794,"about_ca_topic_score_gemma":0.007170912,"domain_scores_codex":[0.9953826,0.0008540322,0.001354703,0.001118641,0.0002934077,0.0009966374],"domain_scores_gemma":[0.9977378,0.0002654779,0.0005507008,0.000934615,0.0001675053,0.0003438999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004424037,0.001448082,0.02157671,0.02190797,0.003465045,0.0007581964,0.003823034,0.00003105834,0.0009305453,0.0002774149,0.000684475,0.9446551],"study_design_scores_gemma":[0.0008488034,0.0005914106,0.003919474,0.002718551,0.0006575877,0.001814642,0.0001151785,0.000001503206,0.0001866587,0.00001837306,0.9883079,0.0008199455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04434036,0.9483978,0.0001825868,0.00001806505,0.00283628,0.001837001,0.0009147371,0.0002420073,0.001231192],"genre_scores_gemma":[0.04600599,0.9459242,0.0000827731,0.00002290328,0.0001338148,0.0003470213,0.0007448473,0.000180496,0.006557913],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9876234,"threshold_uncertainty_score":0.9994329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04053269405179566,"score_gpt":0.3451597386299736,"score_spread":0.3046270445781779,"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."}}