{"id":"W4245607634","doi":"10.1515/iupac.84.1005","title":"Periodontitis","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Immunotoxicology and immune responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Immunotoxicology; Disease; Medicine; Immunology; Immune system; Pathology; Philosophy; Linguistics","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":[],"category_scores_codex":[0.0006268591,0.0006280556,0.001024477,0.0003602905,0.0004100589,0.00003713381,0.0008535668,0.001693641,0.04044393],"category_scores_gemma":[0.001001756,0.000472282,0.0003549728,0.0001478225,0.00086033,0.0001110618,0.0003610188,0.001120995,0.0001879467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003132735,"about_ca_system_score_gemma":0.001145544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001395083,"about_ca_topic_score_gemma":0.0002490237,"domain_scores_codex":[0.9971721,0.0005614212,0.0006548322,0.0006356154,0.0001500187,0.0008260419],"domain_scores_gemma":[0.9977787,0.0002893338,0.0003479486,0.001181685,0.0003633802,0.00003899419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001069699,0.0002865207,0.000009028623,0.00005583262,0.0006221861,0.00008304668,0.00001594759,4.454047e-8,0.004113282,0.00001522188,0.9885904,0.005138772],"study_design_scores_gemma":[0.002132786,0.0005854728,0.0001801859,0.0003266091,0.0001924577,0.0003235973,0.00002966673,1.532437e-8,0.002188527,0.00003627583,0.993404,0.0006003458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00066402,0.02126399,0.00002228492,0.0006418708,0.004714486,0.0003595026,0.9721101,0.0001242604,0.00009947611],"genre_scores_gemma":[0.0001030558,0.004108918,0.000005772856,0.0004586256,0.0002284826,0.00004351251,0.9812216,0.00004767298,0.01378235],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04025598,"threshold_uncertainty_score":0.9997729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00981704307589899,"score_gpt":0.3618738213446817,"score_spread":0.3520567782687827,"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."}}