{"id":"W4213140318","doi":"10.1089/fpsam.2021.0154","title":"A Minimally Invasive Nasal Endoscopic Approach to Distraction Osteogenesis Maxillary Expansion to Restore Nasal Breathing for Adults with Narrow Maxilla","year":2022,"lang":"en","type":"article","venue":"Facial Plastic Surgery & Aesthetic Medicine","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Canadian Sleep & Circadian Network","funders":"","keywords":"Medicine; Maxilla; Nose; Distraction osteogenesis; Surgery; Maxillary hypoplasia; Osteotomy; Dentistry; Deformity; Distraction","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":[0.0009068186,0.0005976498,0.001334968,0.0006943909,0.0008029902,0.00002363844,0.0001880909,0.0001097374,0.0001674202],"category_scores_gemma":[0.002647662,0.0004758302,0.0002378135,0.001034627,0.0001887669,0.0001071729,0.0001523987,0.0003814146,0.00002463946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003173114,"about_ca_system_score_gemma":0.0005311423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002325074,"about_ca_topic_score_gemma":0.0000422028,"domain_scores_codex":[0.9956799,0.000172192,0.0008852861,0.001054236,0.001345273,0.0008631097],"domain_scores_gemma":[0.9961596,0.002071109,0.0002728111,0.0004694579,0.0003095323,0.0007175534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1644953,0.005797571,0.265846,0.005803887,0.001365756,0.01199054,0.06191637,0.007763758,0.09646625,0.0002816758,0.1571339,0.221139],"study_design_scores_gemma":[0.04009344,0.07539018,0.3010185,0.01685479,0.004704467,0.02746343,0.1289923,0.001451504,0.01987644,0.0001293346,0.3759791,0.008046516],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907142,0.0005072811,0.0004947449,0.003427795,0.002221471,0.001983468,0.0001467849,0.0001710848,0.0003331752],"genre_scores_gemma":[0.9944826,0.00003489743,0.0009353338,0.001464799,0.0005860947,0.001314402,0.0004967719,0.0001089541,0.0005760863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2188452,"threshold_uncertainty_score":0.9997693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02615516082168749,"score_gpt":0.2496362138586504,"score_spread":0.2234810530369629,"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."}}