{"id":"W3037599092","doi":"10.1186/s40463-020-00442-5","title":"Does endoscopic sinus surgery alter the biomechanics of the orbit?","year":2020,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Ethmoidectomy; Medicine; Orbital Fracture; Orbit (dynamics); Lamina; Cadaveric spasm; Maxillary sinus; Surgery; Ethmoid bone; Biomechanics; Medial wall; Functional endoscopic sinus surgery; Sinus (botany); Ethmoid sinus; Endoscopic sinus surgery; Anatomy; Paranasal sinuses; Sinusitis; Nasal cavity","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":[0.0006294519,0.0001544434,0.0007306611,0.0001328502,0.00009798943,0.0000142085,0.0001289175,0.0001130146,0.000104928],"category_scores_gemma":[0.0004377424,0.00006135314,0.0003932323,0.0002769052,0.0001688897,0.0000854426,0.00007774025,0.0004131554,0.000004175485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001548142,"about_ca_system_score_gemma":0.0001472841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001555016,"about_ca_topic_score_gemma":0.000005880547,"domain_scores_codex":[0.9985096,0.0001675134,0.000679068,0.0001416943,0.0002724544,0.0002296655],"domain_scores_gemma":[0.9982824,0.0008066095,0.000457023,0.0002074726,0.0001057744,0.0001407056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000968874,0.0003032473,0.9480816,0.0007136371,0.000643169,0.001179401,0.0008192089,0.000002345919,0.01701487,0.000206842,0.02126559,0.008801186],"study_design_scores_gemma":[0.0006977997,0.0003061297,0.937596,0.0004373199,0.0002937911,0.0005571904,0.0001079287,0.00005829441,0.01291267,0.0002760891,0.04663398,0.0001228655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630542,0.001095973,0.00006288013,0.03398645,0.00148889,0.0001700994,0.000003620558,0.000008318821,0.0001295375],"genre_scores_gemma":[0.9913571,0.0006145369,0.00004601966,0.007451148,0.000458112,0.000002257707,0.000001514064,0.00001422578,0.00005503995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02830291,"threshold_uncertainty_score":0.2501909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02786446825473116,"score_gpt":0.2609668778367528,"score_spread":0.2331024095820217,"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."}}