{"id":"W3213569939","doi":"10.1186/s13005-021-00299-7","title":"Periodontal effects of maxillary expansion in adults using non-surgical expanders with skeletal anchorage vs. surgically assisted maxillary expansion: a systematic review","year":2021,"lang":"en","type":"review","venue":"Head & Face Medicine","topic":"Orthodontics and Dentofacial Orthopedics","field":"Dentistry","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Dentistry; Dental alveolus; Orthodontics; Randomized controlled trial; Alveolar process; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001835261,0.001553077,0.0120777,0.0005659884,0.0001588481,0.00006321065,0.0005900912,0.0008598461,0.0002132203],"category_scores_gemma":[0.0008284948,0.001045153,0.001341,0.002045493,0.0003994736,0.0002113388,0.0003658422,0.001412368,0.00003854474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003870758,"about_ca_system_score_gemma":0.0008894815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002787657,"about_ca_topic_score_gemma":0.0003103834,"domain_scores_codex":[0.9893428,0.001747646,0.003946917,0.001530609,0.002465807,0.0009662303],"domain_scores_gemma":[0.9943929,0.0009020385,0.001979504,0.001695145,0.0004225992,0.0006078105],"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":[0.0001104276,0.0003097889,0.0005766528,0.9117916,0.0003712252,0.06640064,0.0002102561,0.00000175116,0.000007588999,0.000009205772,0.0001373406,0.0200735],"study_design_scores_gemma":[0.003373995,0.0007660963,0.0002947099,0.9427016,0.004724814,0.01748785,0.0002554134,0.00008485743,0.000002673468,1.815705e-7,0.02929483,0.001012915],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01765619,0.9745162,0.0003339658,0.00004675272,0.001133687,0.005981777,0.00004927591,0.00007507676,0.0002071031],"genre_scores_gemma":[0.002813986,0.9950113,0.0002219219,0.0001505218,0.0003015026,0.0002889324,0.0006493546,0.000229781,0.0003327042],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04891279,"threshold_uncertainty_score":0.9997218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03083566385659352,"score_gpt":0.3421030322213492,"score_spread":0.3112673683647557,"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."}}