{"id":"W4298087330","doi":"10.1097/prs.0000000000009471","title":"Current Management of Late Posttraumatic Enophthalmos","year":2022,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta; Sunnybrook Health Science Centre","funders":"","keywords":"Enophthalmos; Medicine; Surgery; Diplopia","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003224919,0.0001963159,0.000508685,0.0003336613,0.0001358904,0.000008556318,0.00009484047,0.00002505812,0.002022481],"category_scores_gemma":[0.00007598409,0.0001893161,0.0002248684,0.0003957773,0.0001315879,0.00005598977,0.0001522849,0.0002799979,0.00003714061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001409669,"about_ca_system_score_gemma":0.0000640288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001036815,"about_ca_topic_score_gemma":3.835694e-7,"domain_scores_codex":[0.9982916,0.00008269209,0.0005110321,0.0003247572,0.0004892837,0.0003006982],"domain_scores_gemma":[0.9987128,0.0006266861,0.0002224526,0.0002690046,0.00005908142,0.0001099733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001411295,0.00157926,0.2043174,0.00354922,0.002032752,0.001169376,0.0007553172,0.0005260136,0.0004903317,0.005093616,0.002231399,0.776844],"study_design_scores_gemma":[0.002129565,0.0005215531,0.9678599,0.001041887,0.001109564,0.0007470212,0.003203504,0.0007544794,0.0007392868,0.002647385,0.01850794,0.0007379712],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984882,0.0004698828,0.0004888044,0.00008201403,0.002987242,0.0005001469,0.00006029984,0.00005454767,0.01047505],"genre_scores_gemma":[0.998978,0.00007246314,0.0005328978,0.00004330119,0.00004861304,0.00009920064,0.00004726987,0.00002328042,0.0001550058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.776106,"threshold_uncertainty_score":0.9988898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03414101366862944,"score_gpt":0.2700965871146408,"score_spread":0.2359555734460114,"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."}}