{"id":"W3135042993","doi":"10.1097/scs.0000000000007549","title":"Autologous Craniofacial Fat Grafting in the Irradiated Field","year":2021,"lang":"en","type":"review","venue":"Journal of Craniofacial Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Craniofacial; Surgery; Population; Radiation therapy; MEDLINE","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":[0.001828126,0.0004762487,0.004957259,0.0005440821,0.0001650693,0.00006736689,0.0002740378,0.0005246737,0.0002104321],"category_scores_gemma":[0.002533364,0.0002927065,0.002217286,0.001012846,0.00008363691,0.0001099448,0.00005544862,0.001802107,0.00001618043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000214751,"about_ca_system_score_gemma":0.001559384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006333859,"about_ca_topic_score_gemma":0.00002387943,"domain_scores_codex":[0.9957182,0.0006087786,0.002093646,0.0002775988,0.000767576,0.0005342357],"domain_scores_gemma":[0.9958712,0.002344492,0.001052288,0.0002916873,0.0002728483,0.0001674239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006279338,0.0001739978,0.001510462,0.003472714,0.0004286477,0.004775897,0.0005611798,2.494322e-7,0.000001183467,0.00002004566,0.01943447,0.9695584],"study_design_scores_gemma":[0.0003914376,0.0001502938,0.001753535,0.01763103,0.001016262,0.002118339,0.0001946573,5.695756e-7,5.365e-7,0.00001574667,0.9764543,0.0002733532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001240501,0.9931535,0.000009831185,0.001131504,0.002777593,0.0003593306,0.00001453442,0.0000183307,0.001294839],"genre_scores_gemma":[0.001714528,0.9947866,0.00003674639,0.000926971,0.00237859,0.00001803841,0.00001388269,0.00004680347,0.00007784579],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.969285,"threshold_uncertainty_score":0.9999525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08591517337762739,"score_gpt":0.3733247368202056,"score_spread":0.2874095634425782,"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."}}