{"id":"W2041157748","doi":"10.1016/j.sdentj.2013.04.001","title":"Severity and causality of maxillofacial trauma in the Southern region of Saudi Arabia","year":2013,"lang":"en","type":"article","venue":"The Saudi Dental Journal","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"King Khalid University; King Abdulaziz University","keywords":"Medicine; Tertiary care; Road traffic; Causality (physics); Trauma care; Major trauma; Occupational safety and health; Emergency medicine; Medical emergency","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002738566,0.0001860227,0.00015023,0.0009069645,0.0003659996,0.0003288594,0.000191547,0.000240323,0.002274809],"category_scores_gemma":[0.00155733,0.0001337856,0.0001587614,0.0005782075,0.0002449691,0.0002454919,0.0004383597,0.0001565817,0.0001723285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003279193,"about_ca_system_score_gemma":0.0004647955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008924621,"about_ca_topic_score_gemma":0.008804539,"domain_scores_codex":[0.9997447,0.00005534061,0.00004612206,0.00003161686,0.00007466492,0.00004761985],"domain_scores_gemma":[0.9989887,0.00009690398,0.0006830908,0.00002417552,0.0001056699,0.0001014589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001644776,0.000006795891,0.997936,0.000008103475,0.000006269487,0.0002841229,0.0001011288,0.00001635794,0.0001739774,0.00000810247,0.00004149475,0.001401249],"study_design_scores_gemma":[0.000002471629,0.00005365149,0.9947666,0.0000179424,0.000007736671,0.00374371,0.0009832095,0.00009023387,0.00009921628,0.00001214039,0.0002206485,0.000002425881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995257,0.0001946214,0.00001634967,0.00003796793,0.000001957949,0.0000032957,0.00006785817,0.000001080366,0.0001512417],"genre_scores_gemma":[0.999692,0.0001505342,0.00003437814,0.00001133741,0.000004306467,0.000001364642,0.0000724813,2.69287e-7,0.00003340032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008924621,"threshold_uncertainty_score":0.01774538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02380257293771415,"score_gpt":0.2613978394971067,"score_spread":0.2375952665593925,"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."}}