{"id":"W1984850397","doi":"10.1097/01.sap.0000189666.13860.c0","title":"Plate Removal in Traumatic Facial Fractures","year":2005,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Facial trauma; Complication; Surgery; Dentistry; Fixation (population genetics); Internal fixation; Zygomatic Fractures; Population","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":[0.000385483,0.0001557443,0.0004994795,0.0003763084,0.00002350018,0.000009394666,0.00005773562,0.00009659591,0.000497102],"category_scores_gemma":[0.0009927504,0.0001319698,0.0002230563,0.0002150096,0.00005915352,0.00009112095,0.00001813524,0.0001699088,0.00008066249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001490806,"about_ca_system_score_gemma":0.00005344082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005621714,"about_ca_topic_score_gemma":0.00005154532,"domain_scores_codex":[0.9986436,0.00003363168,0.0005101011,0.0001888841,0.0003193701,0.0003043605],"domain_scores_gemma":[0.9984093,0.001148485,0.0001186243,0.0001737272,0.00004710749,0.0001028076],"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":[0.00315332,0.002264764,0.2385472,0.001089638,0.0006804054,0.001621314,0.002479725,0.00389797,0.001765105,0.0007247908,0.08529563,0.6584802],"study_design_scores_gemma":[0.0004734872,0.00007009166,0.946376,0.0002969476,0.00004218981,0.0000162035,0.0001134746,0.0004728372,0.001603885,0.0001488869,0.05022591,0.0001600716],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931685,0.0003224988,0.0001697082,0.001065535,0.0004622386,0.0001378994,0.00000800789,0.00003360246,0.00463196],"genre_scores_gemma":[0.9981779,0.000093619,0.0001381738,0.001140405,0.0002588107,0.000005841531,0.00001792312,0.00001504461,0.0001523052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7078288,"threshold_uncertainty_score":0.5442918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08329022796700536,"score_gpt":0.3366617566884011,"score_spread":0.2533715287213958,"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."}}