{"id":"W4280509315","doi":"10.1016/j.jdent.2022.104161","title":"There is room for improvement in the use of scoping reviews in dentistry","year":2022,"lang":"en","type":"review","venue":"Journal of Dentistry","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Ottawa Hospital","funders":"","keywords":"Scopus; Systematic review; MEDLINE; Medical education; Evidence-based dentistry; Grey literature; Psychology; Medicine; Alternative medicine; Political science","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":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1215337,0.0004714261,0.0117561,0.0008235279,0.000080292,0.0008431433,0.00430476,0.0001853789,0.005692295],"category_scores_gemma":[0.02116355,0.0001999113,0.007683384,0.001886772,0.0000321177,0.0003448189,0.0002611275,0.0008197968,0.00007891532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803499,"about_ca_system_score_gemma":0.000413818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000011305,"about_ca_topic_score_gemma":0.00007976183,"domain_scores_codex":[0.9522745,0.0121257,0.02920545,0.0006928375,0.005372977,0.0003285287],"domain_scores_gemma":[0.9555748,0.007818854,0.03344168,0.002688366,0.0003940499,0.00008231888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004452603,0.0001502151,0.0003943155,0.02265185,0.0003121287,0.0001772867,0.0001536821,0.000008309624,0.000001102395,0.0000318392,0.06122799,0.9148868],"study_design_scores_gemma":[0.0001895713,0.00006376634,0.00006342552,0.02530249,0.001122177,0.000480086,0.0002591041,0.00002021341,5.026413e-7,0.0001892892,0.972152,0.0001574078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003784752,0.9943888,0.001464845,0.00005754606,0.001045336,0.002524434,0.00007856031,3.791502e-7,0.00006166145],"genre_scores_gemma":[0.00003319901,0.9955273,0.001975681,0.0001391162,0.0001469201,0.0001589731,0.000008835201,0.00002185719,0.001988067],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9147294,"threshold_uncertainty_score":0.9952166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8970677280101935,"score_gpt":0.6012749629546029,"score_spread":0.2957927650555906,"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."}}