{"id":"W2000917971","doi":"10.1097/00005373-200009000-00007","title":"Epidemiology of Maxillofacial Injuries at Trauma Hospitals in Ontario, Canada, Between 1992 and 1997","year":2000,"lang":"en","type":"article","venue":"","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":247,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Epidemiology; Medicine; Medical emergency; Family medicine; Emergency medicine; Forensic engineering; Engineering; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000211445,0.0001329404,0.0005460519,0.00006592515,0.00003164538,0.000001065479,0.00005190393,0.00009204284,0.00318633],"category_scores_gemma":[0.00004289404,0.0001059355,0.00004386936,0.00006858776,0.0001115211,0.0000320537,0.00002901979,0.0001437042,0.0000063038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002053197,"about_ca_system_score_gemma":0.00009913119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9830846,"about_ca_topic_score_gemma":0.9925728,"domain_scores_codex":[0.9989589,0.00003117895,0.0004161795,0.0002183258,0.000122459,0.0002529491],"domain_scores_gemma":[0.9996048,0.00007571158,0.0000474955,0.0001519493,0.00001037468,0.0001096208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001048735,0.00002074529,0.9346476,0.00002600239,0.00004712893,0.00001966759,0.0002971256,0.000002639618,0.000003116291,0.0002509511,0.00157713,0.06300305],"study_design_scores_gemma":[0.0006427357,0.0001799418,0.8965403,0.00001747787,0.00004354105,0.000002508061,0.00005219442,0.000002481376,0.0002300653,0.000255151,0.1019415,0.00009205868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648722,0.0002046577,0.000005375497,0.002325616,0.0000443155,0.0002643141,0.00002156053,0.0000111406,0.03225084],"genre_scores_gemma":[0.9920559,0.00002000978,0.0003385672,0.001146269,0.00002455951,0.000006585282,0.00005464227,0.000007517696,0.00634594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1003644,"threshold_uncertainty_score":0.9977249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02247858929201565,"score_gpt":0.2630779237969866,"score_spread":0.2405993345049709,"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."}}