{"id":"W3134966622","doi":"10.1097/scs.0000000000007529","title":"Orbital Fractures and Air Travel","year":2021,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute","funders":"","keywords":"Air travel; Orbital Fracture; MEDLINE; Underpinning; Valsalva maneuver; Poison control; Injury prevention","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":[0.0003671759,0.0001245758,0.0005309474,0.0001454077,0.00006178104,0.00002827044,0.00003459784,0.00009262647,0.0004250493],"category_scores_gemma":[0.0004028161,0.00009721128,0.0002859841,0.0001485777,0.00005722109,0.0001306135,0.00002103885,0.000286151,0.000006662114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000280863,"about_ca_system_score_gemma":0.0001738412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008800866,"about_ca_topic_score_gemma":0.000003070154,"domain_scores_codex":[0.9987991,0.00003989329,0.0004726861,0.0001136236,0.0003981403,0.0001764943],"domain_scores_gemma":[0.999132,0.0001630906,0.0001910869,0.00009798576,0.0002168216,0.0001990163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002594991,0.001657028,0.4370821,0.0007033942,0.001575604,0.03642078,0.002360563,0.0000348353,0.03447732,0.001219816,0.07658473,0.4052888],"study_design_scores_gemma":[0.0006861093,0.00008659774,0.936093,0.000113939,0.0001657943,0.001616936,0.000455725,0.000003283851,0.003113362,0.0004279836,0.05711148,0.0001257937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987366,0.000944248,0.000840221,0.004693474,0.00112948,0.00005918186,0.000003936715,0.00001018702,0.004953336],"genre_scores_gemma":[0.9964286,0.0002581417,0.0003290508,0.00187222,0.0007861408,5.202069e-7,0.000003204358,0.00001385267,0.0003082434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4990109,"threshold_uncertainty_score":0.4653992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858560503184216,"score_gpt":0.2735681584502451,"score_spread":0.2549825534184029,"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."}}