{"id":"W2009434141","doi":"10.1097/prs.0b013e3181e094fa","title":"Utility Scores for Facial Disfigurement Requiring Facial Transplantation [Outcomes Article]","year":2010,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Disfigurement; Population; Transplantation; Logistic regression; Demography; Surgery; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003778372,0.000199039,0.0004212171,0.0002325508,0.0001829902,0.00004170666,0.00006077534,0.0001199355,0.001143108],"category_scores_gemma":[0.0009547559,0.0001749803,0.0002068036,0.0001626792,0.0002834903,0.0001863048,0.000007698997,0.0003218453,0.00006432778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002662285,"about_ca_system_score_gemma":0.0002477022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003267261,"about_ca_topic_score_gemma":0.0002056441,"domain_scores_codex":[0.9983352,0.0000475035,0.0004451296,0.0003720886,0.0003833599,0.0004167612],"domain_scores_gemma":[0.9969975,0.002344404,0.00008917577,0.0001669647,0.0001789536,0.0002230162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001230251,0.0001097361,0.9203995,0.0003228932,0.0001317731,0.00003898776,0.000360086,0.000001163224,0.0306178,0.0004343771,0.00007053265,0.0462829],"study_design_scores_gemma":[0.001586482,0.00006123541,0.9474098,0.00008465323,0.0001501046,0.0001138394,0.0001275241,0.0001928734,0.04935931,0.0004289589,0.0002882912,0.0001968929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912397,0.00001202085,0.005194854,0.0001986714,0.001651176,0.0006122814,0.0003555759,0.00008631964,0.0006493743],"genre_scores_gemma":[0.9981994,0.00002311506,0.001216531,0.00003618616,0.0002238598,0.00006068848,0.0001269897,0.00002303666,0.00009021652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04608601,"threshold_uncertainty_score":0.99977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04453158836003219,"score_gpt":0.3153504308233715,"score_spread":0.2708188424633393,"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."}}