{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001632827,0.0002664672,0.0002591637,0.001088521,0.000124615,0.0004584673,0.0003291232,0.0002457129,0.00686241],"category_scores_gemma":[0.007295512,0.00005614951,0.000384678,0.0008437845,0.0003664751,0.0003130489,0.0003343038,0.0004610414,0.0004405208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003386117,"about_ca_system_score_gemma":0.0002322508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001199501,"about_ca_topic_score_gemma":0.001532179,"domain_scores_codex":[0.9993635,0.000263937,0.00007387771,0.00004617949,0.0001942206,0.00005840241],"domain_scores_gemma":[0.9943771,0.002300702,0.002454211,0.000132715,0.0003246462,0.000410583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006052203,0.0001347795,0.9810762,0.00006101006,0.0001171695,0.00007177363,0.00008885084,0.000494219,0.0001476974,0.0001309501,0.0009728709,0.01609919],"study_design_scores_gemma":[0.00003743994,0.0004339124,0.9972337,0.00002586324,0.00004698457,0.0004114446,0.00009353135,0.0009967249,0.0001490907,0.0002248188,0.0003370992,0.00000939263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958105,0.0003325883,0.0003758964,0.00008648112,0.0000102485,0.00005151023,0.0009070524,0.00001430748,0.002411482],"genre_scores_gemma":[0.9983146,0.0001006997,0.0005052155,0.00002566486,0.0000114281,0.00002687073,0.0007256052,0.000002260487,0.0002876765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00686241,"threshold_uncertainty_score":0.02295703,"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."}}