{"id":"W4410564638","doi":"10.1093/ejo/cjaf040","title":"A mapping review of systematic reviews in orthodontics: a five-year analysis","year":2025,"lang":"en","type":"review","venue":"European Journal of Orthodontics","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alpha Omega Foundation","keywords":"Scopus; Credibility; Medicine; Protocol (science); MEDLINE; Meta-analysis; Dentistry; Web of science; Systematic review; Quality (philosophy); Medical physics; Orthodontics; Alternative medicine; Pathology; 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","metaepi_narrow","metaepi_broad","open_science","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_broad","insufficient_payload"],"category_scores_codex":[0.5188574,0.001267838,0.06213178,0.00710397,0.00007725981,0.0005233359,0.007119786,0.0001774849,0.001486468],"category_scores_gemma":[0.3172644,0.0005977436,0.03115475,0.01810245,0.00009663386,0.0002065433,0.000560075,0.00125922,0.0007948461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001544241,"about_ca_system_score_gemma":0.0006611243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001547237,"about_ca_topic_score_gemma":0.000009210817,"domain_scores_codex":[0.6529853,0.240523,0.09599279,0.001500574,0.008368512,0.0006298097],"domain_scores_gemma":[0.8650256,0.02030751,0.1018813,0.007790388,0.004624613,0.0003704963],"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":[0.000002053181,0.0000715928,0.0005634904,0.8393726,0.003912145,0.0002429448,0.000189415,0.00001320609,3.048568e-8,0.00008382774,0.01299311,0.1425556],"study_design_scores_gemma":[0.00009619251,0.00003377588,0.00004306951,0.4890577,0.02333424,0.00007300812,0.0000968226,0.00003028175,9.357991e-9,0.000008110074,0.4869727,0.0002541224],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002902955,0.9570991,0.0321508,0.00006154145,0.0005155812,0.00367193,0.00004055788,0.000003320727,0.006454198],"genre_scores_gemma":[0.000003906228,0.9622679,0.03019501,0.000176544,0.0001536754,0.00002412793,0.00001379743,0.00005901287,0.007106069],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4739796,"threshold_uncertainty_score":0.9999831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.757153134934535,"score_gpt":0.5382035246594491,"score_spread":0.2189496102750859,"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."}}