{"id":"W2726210750","doi":"10.1071/hc17028","title":"The Oral Cavity; an overlooked window into Diabetes Mellitus","year":2017,"lang":"en","type":"article","venue":"Journal of Primary Health Care","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Diabetes mellitus; Window (computing); Medicine; Oral cavity; MEDLINE; Intensive care medicine; Endocrinology; Computer science; Political science; Dentistry; World Wide Web","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001371719,0.0001360329,0.0004216027,0.00006401328,0.001991515,0.000334002,0.0009861848,0.0001420858,0.0001096048],"category_scores_gemma":[0.0002378265,0.00009032086,0.0001600322,0.00004035308,0.0003160871,0.0005266587,0.0001749229,0.0007749671,0.00005677713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004255903,"about_ca_system_score_gemma":0.0009671421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006091961,"about_ca_topic_score_gemma":0.003778689,"domain_scores_codex":[0.9980718,0.0004785343,0.0005064484,0.0001620646,0.0003034465,0.0004776566],"domain_scores_gemma":[0.9978562,0.0001286906,0.000677789,0.0006289162,0.0004113636,0.0002970123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008383052,0.0001588892,0.4917736,0.0006629042,0.000213254,0.0004637976,0.002766686,0.000004436243,0.008557342,0.0002447936,0.07352772,0.4207883],"study_design_scores_gemma":[0.00111807,0.0008889369,0.8085539,0.00008592485,0.00001525436,0.0001231199,0.0004643264,0.000001518078,0.0007910884,0.0002520348,0.1875725,0.0001333562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664236,0.02624501,0.000006049352,0.004270266,0.002051653,0.0001634972,0.00004547046,0.000009775998,0.0007846389],"genre_scores_gemma":[0.9953987,0.001477035,0.0004687657,0.00131418,0.0006863733,0.000002768911,0.00001804622,0.00001978584,0.0006143416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4206549,"threshold_uncertainty_score":0.9993078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347197867578693,"score_gpt":0.3575638723145671,"score_spread":0.3340918936387802,"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."}}