{"id":"W2026967829","doi":"10.1097/01.prs.0000165079.36556.57","title":"Quantitative Comparison of Open Reduction and Internal Fixation versus the Gillies Method in the Treatment of Orbitozygomatic Complex Fractures","year":2005,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Medicine; Internal fixation; Reduction (mathematics); Surgery; 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":[0.0003592583,0.0001261952,0.0004686667,0.0001552338,0.00005894608,0.00002294879,0.00008455233,0.00003652379,0.00007473397],"category_scores_gemma":[0.000420928,0.0000683872,0.00007406681,0.0001652249,0.0002583519,0.0001096062,0.00002122955,0.00009299342,0.000001576706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000701982,"about_ca_system_score_gemma":0.00003551115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003810234,"about_ca_topic_score_gemma":0.0002252382,"domain_scores_codex":[0.9988968,0.0002277888,0.0004356761,0.0001569759,0.0001767838,0.0001059986],"domain_scores_gemma":[0.9952613,0.004187366,0.000323966,0.0001388895,0.00006641702,0.00002208599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007006949,0.00137691,0.09617536,0.0002077937,0.001088922,0.000008103319,0.03421471,0.001095009,0.002805529,0.004368695,0.0009740012,0.850678],"study_design_scores_gemma":[0.002510892,0.001424758,0.9414557,0.0002999659,0.0004144632,0.00005994249,0.03599057,0.007126975,0.007405811,0.0007481286,0.002401009,0.0001617533],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941589,0.0002861287,0.002496115,0.0006424302,0.0004337038,0.000546564,0.00001286789,0.000005281724,0.001417999],"genre_scores_gemma":[0.9934375,0.00007057605,0.006354824,0.00002141128,0.00005447326,0.00003039303,0.0000156841,0.000005866724,0.000009262306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8505163,"threshold_uncertainty_score":0.2788749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1216541732130789,"score_gpt":0.4049401910437088,"score_spread":0.2832860178306298,"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."}}