{"id":"W2023375087","doi":"10.1055/s-2007-1019140","title":"Applications of the Endoscope in Facial Fracture Management","year":2008,"lang":"en","type":"article","venue":"Seminars in Plastic Surgery","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Medicine; Enophthalmos; Endoscope; Facial trauma; Zygomatic arch; Malunion; Surgery; Reduction (mathematics); Forehead; Facial symmetry; Fixation (population genetics)","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":[0.0001799179,0.0001196562,0.0002843227,0.0002889262,0.00004149911,0.000002690074,0.0001049368,0.00007172787,0.0001002118],"category_scores_gemma":[0.0001374291,0.00008843702,0.00009407615,0.0006070127,0.0001112863,0.00002845814,0.00005829297,0.0002039348,0.00001605888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006970203,"about_ca_system_score_gemma":0.00004289591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004336169,"about_ca_topic_score_gemma":0.00002092391,"domain_scores_codex":[0.9989382,0.00003046753,0.0003487176,0.0001952609,0.0002804949,0.0002068713],"domain_scores_gemma":[0.9989585,0.0006205632,0.0000799843,0.0002851213,0.00001670511,0.00003911045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002292762,0.0006614914,0.9323441,0.0003300208,0.00005907337,0.0004312765,0.0006044856,0.0005190589,0.0001263387,0.0004015303,0.01557101,0.04872235],"study_design_scores_gemma":[0.000503453,0.00002263941,0.8796899,0.0004636536,0.00003460133,0.00002070624,0.0003313404,0.00005512363,0.0005393242,0.00009158485,0.1181405,0.0001071911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803464,0.0005186618,0.002129741,0.0005441296,0.0009131595,0.0009611516,0.00001025347,0.00002963092,0.01454683],"genre_scores_gemma":[0.9985312,0.0003155863,0.0002067882,0.0002513491,0.00005409362,0.0001052807,0.00001122872,0.00001104225,0.0005133823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1025695,"threshold_uncertainty_score":0.3606357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402443940187561,"score_gpt":0.2436681687250398,"score_spread":0.2296437293231642,"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."}}