{"id":"W2587704845","doi":"10.1097/gox.0000000000001226","title":"Zygomatico-maxillary Reconstruction with Computer-aided Manufacturing of a Free DCIA Osseous Flap and Intraoral Anastomoses","year":2017,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Facial artery; Iliac crest; Microsurgery; Anastomosis; Surgery; Dissection (medical); Free flap; Maxillary artery","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":[0.0005991041,0.0005164783,0.001611903,0.0002482423,0.0004959762,0.0003461464,0.0005409066,0.0002283982,0.0001232949],"category_scores_gemma":[0.0008132523,0.0004401761,0.0002700666,0.0001580319,0.00178206,0.00117874,0.0006392402,0.0003088932,0.00000632707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001872905,"about_ca_system_score_gemma":0.0004584802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004903839,"about_ca_topic_score_gemma":0.0001878956,"domain_scores_codex":[0.9972817,0.0001635323,0.0008490341,0.0008297027,0.0003425062,0.0005335371],"domain_scores_gemma":[0.9964186,0.0007319241,0.001033771,0.001167065,0.0003362577,0.0003124076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001254351,0.0001002374,0.4857372,0.0002837424,0.0009144897,0.0003405641,0.00003877587,0.000002861611,0.001062888,0.0005506477,0.0001679549,0.5095463],"study_design_scores_gemma":[0.003541599,0.0007122887,0.8374593,0.003780198,0.0007335958,0.04665677,0.0004966449,0.0002224895,0.09670159,0.008288881,0.0002935447,0.001113054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911529,0.0002010044,0.002581951,0.00007235821,0.001053258,0.001017394,0.0001886704,0.000109736,0.003622761],"genre_scores_gemma":[0.9562365,0.0001403697,0.04333351,0.00003954363,0.0001269587,0.00004213756,0.00002472856,0.00003780908,0.00001848503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5084333,"threshold_uncertainty_score":0.999805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01910492831299497,"score_gpt":0.2641984801304483,"score_spread":0.2450935518174533,"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."}}