{"id":"W4320484476","doi":"10.1097/prs.0000000000010289","title":"Making the Case for Virtual Surgical Planning: Bilateral Sequential Fibula Flaps with Immediate Dental Implants for Maxillectomy","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Fibula; Maxilla; Surgical planning; Resection; Head and neck; Dentistry; Orthodontics; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001151622,0.0008727866,0.0002621996,0.001031293,0.001121095,0.001143935,0.001091339,0.003110527,0.003846781],"category_scores_gemma":[0.001993418,0.0005635631,0.001039452,0.000344133,0.00144738,0.002030824,0.001344221,0.00306994,0.0008136174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000628288,"about_ca_system_score_gemma":0.0008063568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005728563,"about_ca_topic_score_gemma":0.001779174,"domain_scores_codex":[0.9995134,0.0000662786,0.00005267345,0.00006966171,0.0001847596,0.0001132262],"domain_scores_gemma":[0.9993328,0.0003229524,0.0000986423,0.0001063902,0.00002879541,0.0001102981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0005792796,0.0002823854,0.02069118,0.000386866,0.0001201089,0.6357324,0.001285783,0.004549958,0.04041002,0.01127663,0.01304306,0.2716424],"study_design_scores_gemma":[0.00002985381,0.0001851563,0.003261229,0.00008830447,0.00003410888,0.9711567,0.0002173986,0.003240443,0.005615627,0.004382949,0.01174979,0.00003842748],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7737169,0.007054467,0.133432,0.03175871,0.003240995,0.0002426547,0.0001982903,0.001195422,0.04916057],"genre_scores_gemma":[0.9204288,0.001373172,0.07016151,0.00216302,0.000916719,0.00007246615,0.00007956604,0.00007736238,0.004727302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003846781,"threshold_uncertainty_score":0.01286882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0481284638170558,"score_gpt":0.3114580266137408,"score_spread":0.263329562796685,"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."}}