{"id":"W4410253430","doi":"10.1159/000546194","title":"Dental Practitioners’ Thresholds for Restorative Intervention in Carious Lesions: A Survey-Based Systematic Review Update","year":2025,"lang":"en","type":"review","venue":"Caries Research","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; MEDLINE; Dentistry; Observational study; Evidence-based dentistry; Guideline; Data extraction; Systematic review; Psychological intervention; Restorative dentistry; Dentition; Meta-analysis; Family medicine; Alternative medicine; Psychiatry; Pathology","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":[0.03012762,0.001364324,0.00905683,0.01274863,0.0004395504,0.003638534,0.002108163,0.001884429,0.0040184],"category_scores_gemma":[0.1023212,0.001370687,0.01161131,0.01201552,0.000982817,0.003321175,0.001631491,0.001267621,0.0003954785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00342676,"about_ca_system_score_gemma":0.01020251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00668136,"about_ca_topic_score_gemma":0.01603647,"domain_scores_codex":[0.9751985,0.008539435,0.01080055,0.001699193,0.003343917,0.0004184082],"domain_scores_gemma":[0.8804357,0.09000184,0.01723383,0.001801946,0.009980752,0.000545945],"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":[0.0002970945,0.00002029513,0.003088165,0.9372446,0.0227901,0.00005463839,0.0002063174,0.00008266429,0.00009047029,0.0001889314,0.001382333,0.03455433],"study_design_scores_gemma":[0.0004062027,0.0002708723,0.01832744,0.8050032,0.1583007,0.0003897696,0.0004325111,0.0001093577,0.0001657084,0.0004485782,0.01608345,0.00006205691],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001525285,0.9966778,0.0002124095,0.0004055498,0.0001168129,0.0002428211,0.0005676372,0.000009489901,0.0002422092],"genre_scores_gemma":[0.04447433,0.9513437,0.001230303,0.001205794,0.0002259261,0.0008681139,0.0005503722,0.00001079408,0.00009069856],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03012762,"threshold_uncertainty_score":0.159332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1958887474813676,"score_gpt":0.5275548214548693,"score_spread":0.3316660739735018,"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."}}