{"id":"W4229006083","doi":"10.3390/curroncol29050274","title":"Osseous Union after Mandible Reconstruction with Fibula Free Flap Using Manually Bent Plates vs. Patient-Specific Implants: A Retrospective Analysis of 89 Patients","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Fibula; Mandible (arthropod mouthpart); Angle of the mandible; Ossification; Fixation (population genetics); Radiography; Surgery; Dentistry; Biology; Tibia; Molar","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002892062,0.0002303576,0.0008308628,0.0008556354,0.0001676202,0.00001032026,0.0001196661,0.000101271,0.0006731577],"category_scores_gemma":[0.00002821802,0.0002050527,0.0002930697,0.0008741654,0.0002180422,0.0001166318,0.0001814425,0.0003980169,0.000001536997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009506206,"about_ca_system_score_gemma":0.0001318662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004704271,"about_ca_topic_score_gemma":0.00004541504,"domain_scores_codex":[0.9979922,0.0002932514,0.000548153,0.0005062683,0.0003513511,0.0003087612],"domain_scores_gemma":[0.9985911,0.00005971502,0.0004660588,0.0004506179,0.0003428338,0.00008969978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001938733,0.0008401357,0.8981339,0.00006011025,0.001434862,0.00006201768,0.0006166836,0.0001062095,0.0008402865,0.00004315467,0.0003730833,0.09555081],"study_design_scores_gemma":[0.005772146,0.007854419,0.9409899,0.000340314,0.004181107,0.001204125,0.001595016,0.0007310261,0.01239659,0.000482657,0.02372015,0.0007325746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959726,0.0007483379,0.001046935,0.00002271238,0.0008818632,0.0006691943,0.0003615798,0.00005871384,0.0002381187],"genre_scores_gemma":[0.9976391,0.0002301031,0.001535457,0.00002384416,0.00004432692,0.0001139781,0.0003781115,0.00002360958,0.00001144359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09481823,"threshold_uncertainty_score":0.8361807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02379883360089676,"score_gpt":0.2981961571010112,"score_spread":0.2743973235001144,"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."}}