{"id":"W3165217739","doi":"10.1016/j.cps.2021.03.004","title":"Monobloc Distraction and Facial Bipartition Distraction with External Devices","year":2021,"lang":"en","type":"review","venue":"Clinics in Plastic Surgery","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Medical Research Council","keywords":"Distraction; Medicine; Distraction osteogenesis; Perioperative; Craniosynostosis; Airway obstruction; Deformity; Surgery; Apert syndrome; Complication; Orthodontics; Airway","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":[0.0001603876,0.0002843648,0.0007073494,0.00008097419,0.00006579499,0.00006004546,0.00004805456,0.0003504536,0.00002010931],"category_scores_gemma":[0.0003137923,0.0002440279,0.0002106355,0.000120217,0.00006414029,0.000009018726,0.00003627523,0.0002048398,0.000006466821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003035924,"about_ca_system_score_gemma":0.0002184062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002533979,"about_ca_topic_score_gemma":0.0002510444,"domain_scores_codex":[0.9985808,0.00009616968,0.0005115654,0.0004977561,0.0001217583,0.0001920038],"domain_scores_gemma":[0.9988784,0.0005193989,0.0003193874,0.000177957,0.00003668434,0.00006821195],"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":[0.00007424401,0.0002816706,0.01858007,0.001315999,0.0001638614,0.00008868687,0.000004609276,0.000006783886,0.000007493245,0.000007060212,0.00008760172,0.9793819],"study_design_scores_gemma":[0.0005071379,0.0001555704,0.02192089,0.00692823,0.0007782872,0.0001679098,0.00005977563,0.00001799046,0.00000987894,0.00002515307,0.9687013,0.0007278918],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07548365,0.9227049,0.0003289147,0.000002538731,0.001116908,0.0001867546,0.0001290598,0.000008803297,0.00003844343],"genre_scores_gemma":[0.03844153,0.9597264,0.00002695702,0.000005603941,0.0002221832,0.00006383153,0.001448135,0.00003051524,0.00003483383],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.978654,"threshold_uncertainty_score":0.9951168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04314747773387866,"score_gpt":0.343256874027616,"score_spread":0.3001093962937373,"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."}}