{"id":"W4361223353","doi":"10.1016/j.jcjo.2023.03.007","title":"Incidence of ophthalmologic pathology and associated risk factors in orbital fractures at a level I trauma centre","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; McGill University; Université de Montréal; University of Ottawa; University of Toronto","funders":"","keywords":"Incidence (geometry); Medicine; Orbital Fracture; Pediatrics; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006030685,0.0001924002,0.0006820739,0.0008420395,0.00008139288,0.000008493747,0.0001662786,0.000301775,0.0007756278],"category_scores_gemma":[0.001387174,0.0001574566,0.0001277548,0.0004466234,0.0002891197,0.00006614793,0.0000412914,0.0004885108,0.000009362117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002444398,"about_ca_system_score_gemma":0.000270132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007826105,"about_ca_topic_score_gemma":0.002138435,"domain_scores_codex":[0.9983159,0.0002192741,0.0005972864,0.000215029,0.0001714501,0.0004810489],"domain_scores_gemma":[0.9985476,0.0002866118,0.0004429254,0.00015299,0.0001342994,0.0004355407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009958561,0.0000437659,0.8569422,0.00002718165,0.00009135217,0.1402021,0.001640746,0.00009638365,0.0001961632,0.0000256849,0.0003190346,0.0003158119],"study_design_scores_gemma":[0.0009823741,0.0007662271,0.945568,0.00006867211,0.00006924917,0.05051893,0.0008924401,0.00002153119,0.0002937129,0.0006393755,0.00006383059,0.0001156554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961788,0.0003826416,0.00000211476,0.0004826205,0.0003737882,0.0001797263,0.00009215079,0.000005223561,0.002302912],"genre_scores_gemma":[0.9992943,0.00001468025,0.00007842341,0.0000334246,0.00003699018,0.000001380723,0.00002351329,0.00001762068,0.0004996086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0896832,"threshold_uncertainty_score":0.9987808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04767223943566586,"score_gpt":0.2981879320943804,"score_spread":0.2505156926587145,"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."}}