{"id":"W2790266302","doi":"10.1097/scs.0000000000004465","title":"Orbital Subcutaneous Emphysema in a Child","year":2018,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Nose; Sinusitis; Orbital cellulitis; Cellulitis; Orbital Fracture; Chronic sinusitis; Surgery; Population","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":[0.0005446572,0.0001440644,0.0005747819,0.0004082156,0.00006161867,0.00002575206,0.00008071934,0.00009648126,0.0004327232],"category_scores_gemma":[0.0002908953,0.000114997,0.0003195498,0.0003364811,0.0001089842,0.0001335119,0.00002136268,0.0003097449,0.00006426136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000819117,"about_ca_system_score_gemma":0.0001076929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004225443,"about_ca_topic_score_gemma":0.00002558444,"domain_scores_codex":[0.9984241,0.00004180516,0.0006922553,0.0001220141,0.0004458821,0.000273953],"domain_scores_gemma":[0.9991651,0.00009542533,0.0002569923,0.0001310379,0.0001872833,0.0001642066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01246668,0.00282115,0.6568115,0.0003865857,0.0007199296,0.05984742,0.003810641,0.00001969449,0.004558887,0.0007711395,0.03591255,0.2218739],"study_design_scores_gemma":[0.00192485,0.001303953,0.8796238,0.0006343485,0.0001644052,0.009295708,0.0003597635,0.00002361477,0.0008629773,0.0006362938,0.1048038,0.00036649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817584,0.0001122389,0.0001635056,0.001907089,0.001627233,0.0001198451,0.000002059574,0.00001522458,0.01429439],"genre_scores_gemma":[0.9970954,0.00004872021,0.0001177318,0.0006955761,0.001880837,9.201249e-7,0.00000146617,0.00001830172,0.0001410615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2228124,"threshold_uncertainty_score":0.4738016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649799666104439,"score_gpt":0.2665448241731436,"score_spread":0.2500468275120992,"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."}}