{"id":"W4307550910","doi":"10.3390/jpm12111766","title":"The Accuracy of 3D Surgical Design and Simulation in Prefabricated Fibula Free Flaps for Jaw Reconstruction","year":2022,"lang":"en","type":"article","venue":"Journal of Personalized Medicine","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Misericordia Community Hospital; Université de Montréal; University of Alberta","funders":"","keywords":"Prefabrication; Medicine; Implant; Osseointegration; Free flap; Fibula; Surgery; Dentistry; Maxilla; Orthodontics; Engineering","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":[0.001817616,0.0002783755,0.0002379048,0.0006090922,0.0001484997,0.000482287,0.0003387885,0.0003222745,0.0005391818],"category_scores_gemma":[0.005905053,0.0003266335,0.000369685,0.0002942286,0.0003911814,0.0002946488,0.0003746145,0.0002963535,0.0001360366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002381608,"about_ca_system_score_gemma":0.0003169559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007290425,"about_ca_topic_score_gemma":0.001028971,"domain_scores_codex":[0.9989225,0.0003072472,0.000116072,0.00007792981,0.00052669,0.00004956766],"domain_scores_gemma":[0.9978669,0.001230638,0.0004678868,0.0002557522,0.0001397841,0.00003904428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001371705,0.0002832643,0.5785216,0.0002105649,0.00009227738,0.003005724,0.001264793,0.03987749,0.104977,0.0004170049,0.0002565503,0.269722],"study_design_scores_gemma":[0.00006910814,0.006815702,0.7594361,0.0001181261,0.0002190591,0.05456757,0.0007525044,0.08270811,0.09003832,0.0007115721,0.004406816,0.0001570269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898028,0.0004961501,0.009256151,0.00002443022,0.000009866694,0.00002007254,0.00002269732,0.000024688,0.0003430636],"genre_scores_gemma":[0.9920018,0.0001909779,0.007618579,0.00001018417,0.000004826547,0.00001085684,0.00004472129,0.000007461912,0.0001105478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001817616,"threshold_uncertainty_score":0.00961256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03286202343418135,"score_gpt":0.3194596525355989,"score_spread":0.2865976291014176,"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."}}