{"id":"W7117422344","doi":"10.70082/ddpyef22","title":"Effectiveness Of Root Canal Disinfection Protocols In Diabetic Versus Non-Diabetic Patients: A Systematic Review","year":2025,"lang":"","type":"article","venue":"The Review of Diabetic Studies","topic":"Endodontics and Root Canal Treatments","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Root canal; Diabetes mellitus; Periodontitis; Endodontics; Clinical trial; Randomized controlled trial; Sodium hypochlorite","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0048369,0.0008982629,0.006514543,0.0003116104,0.000226483,0.00003219906,0.0008364888,0.000150634,0.00004513679],"category_scores_gemma":[0.008352003,0.0005751374,0.00103196,0.002391238,0.0005863019,0.0001204662,0.0005535243,0.0004303707,0.00004591792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000868833,"about_ca_system_score_gemma":0.0003381507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000185311,"about_ca_topic_score_gemma":0.0001975507,"domain_scores_codex":[0.9897248,0.004020955,0.003677533,0.0007613228,0.001053591,0.0007618181],"domain_scores_gemma":[0.9894771,0.005176768,0.002215245,0.001723191,0.001299179,0.0001084928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009734482,0.001096416,0.03281621,0.9598279,0.00465522,0.000007510979,0.00008609625,0.000004278111,0.00001510945,0.0003286862,0.0003133243,0.0007518918],"study_design_scores_gemma":[0.003994877,0.0008170086,0.0656761,0.9146762,0.01361265,0.000001026013,0.00007814935,0.00001438661,0.0005191778,0.0001769711,0.00004771086,0.0003856823],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05504597,0.8713995,0.00001218768,0.0002365432,0.001252149,0.07111699,0.0001030001,0.00001441567,0.0008192118],"genre_scores_gemma":[0.5904729,0.3775112,0.00001171781,0.0001127364,0.00002596469,0.0315976,0.00002215323,0.00004727243,0.0001983983],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.535427,"threshold_uncertainty_score":0.9998731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02343980806160566,"score_gpt":0.3646554097037034,"score_spread":0.3412156016420977,"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."}}