{"id":"W4389457423","doi":"10.53350/pjmhs2023175637","title":"Deepening the Relationship between Diabetes, Oral Health and Severity of Periodontal Diseases in Pakistani Population","year":2023,"lang":"en","type":"article","venue":"","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège Montmorency","funders":"","keywords":"Periodontal disease; Diabetes mellitus; Medicine; Oral health; Quality of life (healthcare); Population; Gerontology; Environmental health; Family medicine; Dentistry; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001191127,0.0001744001,0.0001901185,0.0007866807,0.000653781,0.0007244321,0.0001532036,0.0002592695,0.00174989],"category_scores_gemma":[0.002793035,0.000133492,0.0002213271,0.0007251225,0.0003645541,0.0005768462,0.0005258582,0.0006036493,0.00009049052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003305278,"about_ca_system_score_gemma":0.000883064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009101911,"about_ca_topic_score_gemma":0.01430094,"domain_scores_codex":[0.9994462,0.0001605785,0.00005876292,0.00009204808,0.0001543276,0.00008817464],"domain_scores_gemma":[0.9985476,0.0004479105,0.0005354153,0.00005371165,0.0002713782,0.0001438925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002705523,0.0000579445,0.9920992,0.0000359826,0.0000227301,0.00005755726,0.001589976,0.00002541337,0.0001868664,0.00006084566,0.0000772926,0.005759126],"study_design_scores_gemma":[0.000001382269,0.0001115996,0.994786,0.00002851022,0.00001919473,0.0001527624,0.004289236,0.0000965335,0.00008147657,0.00006742107,0.0003616175,0.000004313136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987561,0.0002652404,0.00009431273,0.0001856093,0.000005690356,0.00001290047,0.0001057763,5.904079e-7,0.0005737298],"genre_scores_gemma":[0.9994571,0.0002222329,0.0001366838,0.00003094895,0.000007097095,0.000005744312,0.00004490047,2.099878e-7,0.00009512839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009101911,"threshold_uncertainty_score":0.01809782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07214915498715742,"score_gpt":0.3725399561110618,"score_spread":0.3003908011239044,"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."}}