{"id":"W2061229600","doi":"10.1177/0194599814556625","title":"Microvascular Reconstruction of Segmental Mandibular Defects without Tracheostomy","year":2014,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Osteoradionecrosis; Surgery; Free flap; Tongue; Perioperative; Neck dissection; Osteomyelitis; Glossectomy; Carcinoma; Radiation therapy","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":[0.0004647817,0.0001836496,0.0006002616,0.0002254316,0.00005475467,0.000004352621,0.00007332957,0.000231619,0.0001926447],"category_scores_gemma":[0.00008231898,0.0001705528,0.000345142,0.0001400275,0.0002547675,0.00009523176,0.0000354988,0.0002274055,0.00002214073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004274645,"about_ca_system_score_gemma":0.00004619976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003440917,"about_ca_topic_score_gemma":0.00001164369,"domain_scores_codex":[0.9987382,0.0001979504,0.0003472522,0.0003388379,0.0001210746,0.0002567448],"domain_scores_gemma":[0.9992306,0.00004730904,0.0001552077,0.0003735785,0.00009926841,0.00009401694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00014263,0.0001013072,0.3694984,0.0001537488,0.0002558173,0.00001991403,0.00004230429,3.864977e-7,0.6075182,0.0008917969,0.0001356922,0.02123979],"study_design_scores_gemma":[0.001610846,0.0003951274,0.06535815,0.0001276792,0.0002515253,0.004778009,0.00004136328,0.00007375659,0.9199401,0.0006326104,0.00658753,0.0002033055],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988522,0.0004103916,0.005753587,0.00003147552,0.0002913717,0.0004507938,0.000002745895,0.0001123984,0.004425259],"genre_scores_gemma":[0.9897,0.00005759829,0.00979736,0.000157067,0.00008133634,0.00002937806,0.00002888374,0.00002808134,0.0001203191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3124219,"threshold_uncertainty_score":0.6954942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00681751621285232,"score_gpt":0.2339305554570544,"score_spread":0.227113039244202,"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."}}