{"id":"W4410441824","doi":"10.1097/01.gox.0001114424.30038.38","title":"P60. Presentation And Management of Ballistic Mandibular Fractures","year":2025,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Presentation (obstetrics); Orthodontics; Medicine; Geology; Surgery","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":[0.0002026838,0.0001786354,0.0004871007,0.000125614,0.00007151908,0.00006315838,0.0001294777,0.00006809418,0.000203121],"category_scores_gemma":[0.000177151,0.0001563267,0.00007812258,0.0003256797,0.0001834483,0.000139044,0.000238382,0.00008528015,0.000009205802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009366372,"about_ca_system_score_gemma":0.00006624968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001697898,"about_ca_topic_score_gemma":0.00002369834,"domain_scores_codex":[0.998807,0.00005036107,0.0003805439,0.0003488102,0.0002081571,0.0002051946],"domain_scores_gemma":[0.9990731,0.0004091639,0.0001363642,0.0002052659,0.00008830751,0.00008776126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002032727,0.0002906954,0.6861452,0.001798415,0.002162178,0.0002674683,0.00006053281,0.00007249732,0.00004970686,0.07196628,0.006614542,0.2285397],"study_design_scores_gemma":[0.001085974,0.00005668032,0.9835886,0.0008152141,0.0005319091,0.00003217579,0.0004139128,0.0001277399,0.0002337405,0.007626859,0.005332574,0.000154614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8165311,0.0007399198,0.01405192,0.0006553094,0.001700472,0.002053486,0.0001119699,0.00004953656,0.1641062],"genre_scores_gemma":[0.9963583,0.0001864319,0.002836559,0.000209056,0.00002307204,0.00004156563,0.00004027386,0.000006585095,0.0002981245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2974433,"threshold_uncertainty_score":0.6374817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01983914120001041,"score_gpt":0.31722382761493,"score_spread":0.2973846864149196,"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."}}