{"id":"W4320150829","doi":"10.4103/ams.ams_169_21","title":"Role of the Maxillofacial Surgeon in Identifying the Correlation Between Facial Bone Fractures and Traumatic Brain Injury - A Prospective Study","year":2022,"lang":"en","type":"article","venue":"Annals of Maxillofacial Surgery","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Traumatic brain injury; Facial trauma; Facial bone; Orthopedic surgery; Oral and maxillofacial surgery; Dentistry; Surgery; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001550837,0.00031145,0.0002950601,0.001649604,0.0007127635,0.0009121174,0.0004764882,0.0007999818,0.003368368],"category_scores_gemma":[0.004339707,0.0004781555,0.0006478711,0.00135075,0.0004163683,0.0009005063,0.0007097478,0.0006369359,0.0006935698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002173475,"about_ca_system_score_gemma":0.000684039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003121829,"about_ca_topic_score_gemma":0.004472444,"domain_scores_codex":[0.9988966,0.0003109291,0.0001649514,0.0001193117,0.0003367686,0.0001714937],"domain_scores_gemma":[0.9969098,0.0007189348,0.001468092,0.0001306006,0.0003666112,0.0004060467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003160199,0.00002598027,0.9993032,0.000006054288,0.00001070067,0.0001261329,0.00003516468,0.000004552486,0.00003325983,0.000003318682,0.00002021629,0.0003998617],"study_design_scores_gemma":[0.000006719674,0.0002595839,0.9963523,0.00002653919,0.00003262303,0.002161285,0.0007634057,0.00008018859,0.00004558719,0.00001222459,0.0002536573,0.000005908798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981761,0.0006948257,0.00006385542,0.00007188782,0.0000156532,0.00002444946,0.0001474499,0.000002129385,0.0008035743],"genre_scores_gemma":[0.9992263,0.000337012,0.0001164536,0.00004064916,0.00002190517,0.00001595129,0.0001063476,0.000001482287,0.0001338606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003368368,"threshold_uncertainty_score":0.01126832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05694511500608642,"score_gpt":0.3289007291700694,"score_spread":0.271955614163983,"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."}}