{"id":"W4411036057","doi":"10.1563/aaid-joi-d-25-00024","title":"Simplification of the Bone Shell Technique for Lateral Mandibular Ridge Augmentation","year":2025,"lang":"en","type":"article","venue":"Journal of Oral Implantology","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; BC Children's Hospital; BC Cancer Agency","funders":"","keywords":"Ridge; Mandible (arthropod mouthpart); Shell (structure); Computer science; Hard tissue; Orthodontics; Dentistry; Geology; Medicine; Materials science; Biology; Paleontology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004917184,0.0008383592,0.0005209116,0.0009873116,0.0004602943,0.0005495654,0.0009368696,0.0009460259,0.002193054],"category_scores_gemma":[0.0006345931,0.0003502688,0.001534401,0.0003997346,0.0008925331,0.001002517,0.001172876,0.001425207,0.0008470434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001572511,"about_ca_system_score_gemma":0.0006384024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003263306,"about_ca_topic_score_gemma":0.0007899127,"domain_scores_codex":[0.9995178,0.00004961457,0.00007656072,0.00007598,0.0002192946,0.00006070642],"domain_scores_gemma":[0.9997421,0.00007817455,0.00005956362,0.00006782051,0.00001908012,0.00003325312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00107207,0.0004075409,0.006764765,0.001115595,0.0002278167,0.06463087,0.0005221,0.006080162,0.5541149,0.007527912,0.00295582,0.3545804],"study_design_scores_gemma":[0.0003319806,0.003884337,0.02332512,0.0003013059,0.0003382234,0.794288,0.0002176545,0.01580936,0.09441625,0.00641355,0.06044653,0.0002276141],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4955902,0.00469728,0.4800199,0.001380328,0.0007105765,0.0004232062,0.0002496209,0.001721538,0.01520721],"genre_scores_gemma":[0.7533715,0.002684299,0.2354871,0.0006463052,0.0004327013,0.0001602171,0.0003135299,0.0002353265,0.006668984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002193054,"threshold_uncertainty_score":0.007336557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665245372654266,"score_gpt":0.3249472275659066,"score_spread":0.3082947738393639,"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."}}