{"id":"W2297937224","doi":"10.1016/j.joms.2016.01.016","title":"Custom-Machined Miniplates and Bone-Supported Guides for Orthognathic Surgery: A New Surgical Procedure","year":2016,"lang":"en","type":"article","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Orthodontics and Dentofacial Orthopedics","field":"Dentistry","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Medicine; Orthognathic surgery; Maxilla; Dentistry; Orthodontics; Surgical planning; Radiation treatment planning; Mandible (arthropod mouthpart); Splints; Surgery; Radiation therapy","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":[],"consensus_categories":[],"category_scores_codex":[0.001830407,0.0003471622,0.001116659,0.0003730179,0.0001916123,0.0001683221,0.00009995809,0.0002953761,0.0001700897],"category_scores_gemma":[0.00171807,0.0002204662,0.0005977728,0.0002401052,0.000162588,0.0005523803,0.00008668208,0.0002023963,0.000008712336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002699771,"about_ca_system_score_gemma":0.0004957996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000613794,"about_ca_topic_score_gemma":0.00005734321,"domain_scores_codex":[0.9972538,0.00006716366,0.001304057,0.0003402483,0.0005214688,0.0005132558],"domain_scores_gemma":[0.9974892,0.0005291778,0.0008307718,0.000144555,0.0003806071,0.0006256638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001084767,0.00009041562,0.7702125,0.0001050562,0.0001534461,0.001413393,0.00005072097,2.55908e-7,0.0007314648,0.0003658306,0.009656844,0.2161353],"study_design_scores_gemma":[0.001929284,0.000173503,0.217067,0.0002462646,0.0002643074,0.004063973,0.00003528234,0.00001496248,0.0004404193,0.001164165,0.7740472,0.0005536776],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936427,0.002300896,0.0004863241,0.001615595,0.001519489,0.0002049533,0.0001007591,0.00003937555,0.00008986927],"genre_scores_gemma":[0.9916489,0.003184357,0.000690133,0.0002330388,0.000489291,0.000006671823,0.00001519263,0.00006206246,0.00367036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7643903,"threshold_uncertainty_score":0.8990352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03966984981345164,"score_gpt":0.2941243831298677,"score_spread":0.254454533316416,"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."}}