{"id":"W3134356803","doi":"10.1002/jso.26426","title":"Long‐term patient‐reported outcome measures following limb salvage with complex reconstruction or amputation in the treatment of upper extremity sarcoma","year":2021,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Amputation; Cohort; Depression (economics); Anxiety; Surgery; Cohort study; Physical therapy; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006370516,0.0001433918,0.0008521635,0.0001958953,0.0000434496,0.00001066636,0.00005091535,0.0001387441,0.0001227301],"category_scores_gemma":[0.0001030784,0.00007435898,0.0004812648,0.000284132,0.0001419207,0.0001172833,0.000009128707,0.0002419193,4.630594e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003006945,"about_ca_system_score_gemma":0.0003503227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001203242,"about_ca_topic_score_gemma":0.00005185664,"domain_scores_codex":[0.9978375,0.000520464,0.001003877,0.0001583834,0.000310998,0.0001687514],"domain_scores_gemma":[0.9982602,0.0005231407,0.0006437007,0.0001641228,0.0003330889,0.00007577609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001845553,0.0009655527,0.6255257,0.00001758994,0.0003799906,0.01043689,0.0003750394,0.000003038874,0.004114997,0.000009204196,0.00001373387,0.3563127],"study_design_scores_gemma":[0.006590988,0.006087295,0.8635498,0.0002534041,0.0005961335,0.09292129,0.00126587,0.000007002215,0.0128797,0.00009284866,0.01561022,0.0001455022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971386,0.0005607107,0.0004548186,0.000539163,0.0002359812,0.0002506868,0.000001629833,0.000009836195,0.0008085436],"genre_scores_gemma":[0.9949626,0.0008332283,0.003989824,0.00008486546,0.000077292,0.000006836012,0.000009005606,0.00000997374,0.00002636976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3561672,"threshold_uncertainty_score":0.3032271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07822069599646327,"score_gpt":0.3484892672703674,"score_spread":0.2702685712739041,"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."}}