{"id":"W2034219891","doi":"10.1016/j.ijom.2011.07.024","title":"Prospective comparison of subtarsal and transconjunctival approaches the orbit in maxillofacial trauma","year":2011,"lang":"en","type":"article","venue":"International Journal of Oral and Maxillofacial Surgery","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Hôpital de l'Enfant-Jésus","funders":"","keywords":"Medicine; Prospective cohort study; Orbit (dynamics); Incidence (geometry); Surgery; Dentistry; Optics; Aerospace engineering","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":[0.0004672077,0.0001493271,0.0004846467,0.0002671848,0.00003691172,0.00002261436,0.0001137965,0.00007440256,0.0000783607],"category_scores_gemma":[0.00007902682,0.0000957727,0.0001676242,0.0001146128,0.000258337,0.000191137,0.00003605981,0.000258848,8.479917e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003803304,"about_ca_system_score_gemma":0.00005111575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004201332,"about_ca_topic_score_gemma":0.00004353905,"domain_scores_codex":[0.9986312,0.00003071412,0.0006129887,0.0001449526,0.0004296779,0.0001504811],"domain_scores_gemma":[0.9994083,0.00002645519,0.0002653178,0.00006129116,0.0001548967,0.00008370468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002340138,0.0003684236,0.5933079,0.00002269045,0.0002416321,0.0001207191,0.003203539,0.000002601277,0.000202416,0.001401201,0.00001568098,0.3987731],"study_design_scores_gemma":[0.001272982,0.0002997585,0.9841802,0.00006533086,0.00009261721,0.0001837803,0.001211361,0.00004567109,0.00211698,0.001227029,0.00919055,0.0001137539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949434,0.0004598476,0.0002364792,0.001045363,0.0006886057,0.0001917008,0.000009043077,0.00000588068,0.002419698],"genre_scores_gemma":[0.9993456,0.0001485603,0.0002813316,0.0001144253,0.00005254091,0.000003687458,0.000003071462,0.000009604004,0.00004116121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3986593,"threshold_uncertainty_score":0.3905497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1366308073645353,"score_gpt":0.2981426835249535,"score_spread":0.1615118761604182,"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."}}