{"id":"W2328373100","doi":"10.1097/moo.0000000000000059","title":"Current management of facial fractures in the preadolescent","year":2014,"lang":"en","type":"review","venue":"Current Opinion in Otolaryngology & Head & Neck Surgery","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Dentition; Dentistry; Population; Orthodontics; Physical medicine and rehabilitation; Physical therapy; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001673776,0.0009104945,0.003993024,0.001343692,0.00007480423,0.00002924604,0.0006256061,0.0005179706,0.0001004527],"category_scores_gemma":[0.0001222862,0.0006318492,0.0012629,0.001015386,0.0002496378,0.00008001307,0.0002719471,0.002061517,0.00009071381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002557306,"about_ca_system_score_gemma":0.0002582786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000296989,"about_ca_topic_score_gemma":0.00001416378,"domain_scores_codex":[0.9938609,0.001012693,0.002460539,0.001023429,0.0007657427,0.0008766944],"domain_scores_gemma":[0.9970465,0.0007088482,0.0008701055,0.001154516,0.00006564184,0.0001544163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000094077,0.001399846,0.01146803,0.1262204,0.0001440187,0.00005159131,0.000137825,0.000002277264,2.681746e-8,0.0005174886,0.009651821,0.8503126],"study_design_scores_gemma":[0.0006040557,0.00007179353,0.1046666,0.08438224,0.0003496615,0.00004100127,0.00002236206,0.00000589956,1.40828e-7,0.00005253447,0.809422,0.0003817688],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001127689,0.9825156,0.00007729666,0.0002543122,0.01167784,0.003859731,0.00004119207,0.00004843633,0.000397947],"genre_scores_gemma":[0.003364241,0.9937165,0.00002656908,0.0001164632,0.000932109,0.0007628599,0.001003159,0.00006872023,0.00000931164],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8499308,"threshold_uncertainty_score":0.9996133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1034749538338646,"score_gpt":0.4129668468584637,"score_spread":0.3094918930245992,"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."}}