{"id":"W3158300078","doi":"10.1002/hed.26731","title":"Maxillectomy defects: Virtually comparing fibular and scapular free flap reconstructions","year":2021,"lang":"en","type":"article","venue":"Head & Neck","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Scapula; Fibula; Medicine; Orthodontics; Anatomy; Tibia","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001736708,0.0001945345,0.0004988118,0.0001392088,0.0001826879,0.00004918962,0.00006946147,0.0001339487,0.0003093567],"category_scores_gemma":[0.0002182428,0.0001973608,0.0002006064,0.0002825786,0.0001769786,0.000144276,0.0001109615,0.0003062061,0.00002725458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005772219,"about_ca_system_score_gemma":0.0001551306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004174786,"about_ca_topic_score_gemma":0.00006957848,"domain_scores_codex":[0.9987363,0.00008251442,0.0003054087,0.0004277964,0.0001527969,0.0002951612],"domain_scores_gemma":[0.9989448,0.00005531343,0.00006040049,0.0005934858,0.0001719082,0.0001740585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001962041,0.0003001849,0.6011325,0.0006015352,0.0008258725,0.001311566,0.0003493139,0.000004282172,0.2917566,0.006380169,0.008886638,0.08825522],"study_design_scores_gemma":[0.005110558,0.000383949,0.160225,0.001801003,0.0005969728,0.02905288,0.0007892671,0.000227279,0.574284,0.007426743,0.2191069,0.000995434],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831911,0.003647021,0.00107773,0.0002812914,0.0002383384,0.0002616247,0.000008520138,0.0002230682,0.01107128],"genre_scores_gemma":[0.972075,0.0007543978,0.02564844,0.0004436483,0.000152599,0.00003578636,0.00005778086,0.00004588023,0.0007864975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4409074,"threshold_uncertainty_score":0.8048141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795658135203092,"score_gpt":0.2585476958558622,"score_spread":0.2405911145038313,"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."}}