{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004157818,0.000270217,0.0004922743,0.0009305005,0.0004184722,0.0004317941,0.0003032025,0.0004312326,0.001513079],"category_scores_gemma":[0.001013001,0.0004318009,0.0005124479,0.0007587705,0.0004131341,0.0003404459,0.0004033548,0.0002006067,0.0003549777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001926929,"about_ca_system_score_gemma":0.0002083057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005665033,"about_ca_topic_score_gemma":0.0007254001,"domain_scores_codex":[0.9995463,0.00006948406,0.00007772768,0.0001174628,0.0001125297,0.00007649591],"domain_scores_gemma":[0.9992484,0.0001817804,0.0003563427,0.00007875621,0.00004961089,0.00008517965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002734327,0.00005412962,0.9928865,0.00002842454,0.00004578224,0.002405451,0.0001380802,0.00003262061,0.0007338207,0.00001547651,0.00003511224,0.003351108],"study_design_scores_gemma":[0.00001587314,0.0007140202,0.9785847,0.00001648834,0.00006295553,0.01915019,0.0005027931,0.0001057684,0.0004034689,0.00001982972,0.0004149252,0.00000904547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995083,0.0002297489,0.00005382755,0.000003341233,0.000001487956,0.000008336715,0.00004636814,0.000001277884,0.0001474452],"genre_scores_gemma":[0.9995839,0.0001436607,0.00005274896,0.000009851452,0.00000694971,0.00000939895,0.0001221746,0.000001490371,0.00006983252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001513079,"threshold_uncertainty_score":0.005061805,"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."}}