{"id":"W4406875468","doi":"10.1093/ejo/cjae075","title":"The efficacy and effectiveness of customized CAD/CAM brackets in fixed orthodontic treatment: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"European Journal of Orthodontics","topic":"Orthodontics and Dentofacial Orthopedics","field":"Dentistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Medicine; Confidence interval; MEDLINE; CAD; Randomized controlled trial; Dentistry; Medical physics; Internal medicine","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":[0.01768502,0.001072878,0.01450005,0.000965094,0.0001470088,0.0004084803,0.0006711296,0.0001913717,0.0000178719],"category_scores_gemma":[0.003032195,0.0005552887,0.005207925,0.001770268,0.0002472248,0.0001567531,0.0003338763,0.0009798193,0.00002811288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001274781,"about_ca_system_score_gemma":0.0002581113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001403368,"about_ca_topic_score_gemma":0.0001041233,"domain_scores_codex":[0.9775205,0.01557891,0.004978091,0.0006468328,0.0008057822,0.0004698321],"domain_scores_gemma":[0.988189,0.005635518,0.004374578,0.001059457,0.000425591,0.0003158636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001013388,0.0001837246,0.0005242725,0.7890546,0.1972158,0.002905796,0.000117172,0.000004924344,3.066416e-7,0.0002258727,0.00005872537,0.00960752],"study_design_scores_gemma":[0.001060742,0.0002788717,0.0004892247,0.06367566,0.9063495,0.001088385,0.00001754905,0.000008701523,2.620267e-7,0.000004400974,0.02656701,0.0004596647],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004913492,0.9957525,0.0004273134,0.00002530537,0.0003934445,0.002565672,0.0001571352,0.00002083094,0.0001664679],"genre_scores_gemma":[0.0008049137,0.9974387,0.0005622429,0.00002282655,0.00007846972,0.00003099195,0.00002057585,0.0001739235,0.0008673908],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7253789,"threshold_uncertainty_score":0.9996899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09597934419591286,"score_gpt":0.3766925227969672,"score_spread":0.2807131786010543,"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."}}