{"id":"W3046557288","doi":"10.1002/jper.20-0118","title":"The added value of periodontal measurements for identification of diabetes among Saudi adults","year":2020,"lang":"en","type":"article","venue":"Journal of Periodontology","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Confidence interval; Area under the curve; Periodontal disease; Dentistry; Internal medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006569008,0.001230221,0.0006379997,0.001786254,0.0002065678,0.00157419,0.0006453894,0.0007801013,0.001035531],"category_scores_gemma":[0.02186838,0.0002499154,0.001047371,0.0006424589,0.0002387422,0.0006731309,0.0008366893,0.0009745497,0.0003460369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004957259,"about_ca_system_score_gemma":0.0007100171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003972596,"about_ca_topic_score_gemma":0.003388841,"domain_scores_codex":[0.997417,0.001508316,0.00022312,0.0002689448,0.0004738936,0.000108654],"domain_scores_gemma":[0.982026,0.01242066,0.002392218,0.0007889821,0.001927528,0.0004445287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000839383,0.0002373645,0.9616626,0.00008904107,0.0003315421,0.00004998449,0.00007014415,0.005976083,0.000368996,0.00005404324,0.000244232,0.03007656],"study_design_scores_gemma":[0.0001483567,0.002707392,0.6471249,0.000235325,0.001332065,0.0007021034,0.0004165494,0.3430421,0.002344556,0.0009022868,0.0009694758,0.00007482692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921319,0.001263168,0.004741038,0.0004426076,0.00004428751,0.00005490296,0.0005810825,0.00006372549,0.0006773229],"genre_scores_gemma":[0.9954264,0.0003137828,0.003678858,0.00005415786,0.00003618894,0.00001622409,0.0003695978,0.000004040051,0.0001008474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006569008,"threshold_uncertainty_score":0.03474069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03555692168963007,"score_gpt":0.3042016676582226,"score_spread":0.2686447459685926,"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."}}