{"id":"W2108089506","doi":"10.1001/jamafacial.2013.595","title":"A Systematic Review of the Endoscopic Management of Orbital Floor Fractures","year":2013,"lang":"en","type":"review","venue":"JAMA Facial Plastic Surgery","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Enophthalmos; Medicine; Diplopia; Surgery; Sinusitis; Prospective cohort study; Patient satisfaction; Orbital Fracture","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007102879,0.001466275,0.007394942,0.01043172,0.0006565806,0.002033702,0.001810939,0.001509252,0.003198347],"category_scores_gemma":[0.03729508,0.0009078752,0.005185847,0.01006315,0.0007507366,0.00180659,0.001139193,0.0008539773,0.0002541133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003170271,"about_ca_system_score_gemma":0.01024813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006009243,"about_ca_topic_score_gemma":0.01861005,"domain_scores_codex":[0.9915336,0.002945462,0.00340965,0.0004399261,0.00148266,0.0001887884],"domain_scores_gemma":[0.9770056,0.01484759,0.005117878,0.0002876035,0.002478276,0.0002630223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001671786,0.0000117041,0.0005809381,0.9578742,0.0069206,0.0001352075,0.0001364825,0.00006556079,0.000120908,0.0001056555,0.001064641,0.03281694],"study_design_scores_gemma":[0.0003461381,0.0003192358,0.004404887,0.9011694,0.07493772,0.0008156995,0.0002719969,0.00009776289,0.0002544752,0.000207449,0.01714348,0.00003178152],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001210343,0.9976592,0.0001210804,0.0001565003,0.00009016227,0.0002884021,0.0002143194,0.000005789239,0.0002541358],"genre_scores_gemma":[0.01529848,0.9828218,0.0007425285,0.0002996835,0.00007824715,0.0005104737,0.0001495032,0.000003654478,0.00009570215],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01043172,"threshold_uncertainty_score":0.03756404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03372015240565538,"score_gpt":0.3042167433077964,"score_spread":0.270496590902141,"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."}}