{"id":"W4412945934","doi":"10.1111/ocr.70011","title":"Comparative Evaluation of Treatment Effectiveness in Skeletal Class <scp>III</scp> Malocclusion: Surgery‐First Approach Using Clear Aligners Versus Fixed Appliances","year":2025,"lang":"en","type":"article","venue":"Orthodontics and Craniofacial Research","topic":"Orthodontics and Dentofacial Orthopedics","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Peking University","keywords":"Medicine; Malocclusion; Analysis of variance; Dentistry; Cephalometry; Orthodontics; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008877579,0.0003575616,0.0009966467,0.0006917162,0.0005563578,0.0002044326,0.0002380079,0.000337033,0.00001593695],"category_scores_gemma":[0.001177649,0.0003414979,0.0002550719,0.00159948,0.0005067663,0.0001906164,0.000274621,0.0004101158,0.000008866257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005983034,"about_ca_system_score_gemma":0.0008677044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001781648,"about_ca_topic_score_gemma":0.002102995,"domain_scores_codex":[0.9941548,0.002005556,0.0007265927,0.0007555264,0.001623374,0.0007341554],"domain_scores_gemma":[0.9950839,0.003143671,0.00020514,0.0004250165,0.0009565091,0.0001858216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00112204,0.0009421579,0.96833,0.0006172183,0.0004761521,0.00007060025,0.001726549,0.003113056,0.001585408,0.008456743,0.0002384408,0.01332164],"study_design_scores_gemma":[0.01510629,0.001061272,0.8048481,0.0006803673,0.000821254,0.00002038618,0.009246426,0.1483735,0.004237092,0.0005704613,0.01440975,0.0006250843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845572,0.0007383473,0.002772473,0.00001758186,0.0007676991,0.00143885,0.00005572141,0.00002434092,0.009627772],"genre_scores_gemma":[0.998315,0.0004490633,0.0006077903,0.00000551548,0.0001114146,0.0001158444,0.00005006276,0.00002898457,0.0003162622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1634819,"threshold_uncertainty_score":0.9999037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2320189260542367,"score_gpt":0.4504281112225517,"score_spread":0.218409185168315,"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."}}