{"id":"W2134618225","doi":"10.1080/13577140220127521","title":"Processes and Outcomes of Care for Soft Tissue Sarcoma of theExtremities","year":2002,"lang":"en","type":"article","venue":"Sarcoma","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Queen's University; University of Toronto; Western University; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Cancer Care Ontario","keywords":"Medicine; Amputation; Cancer registry; Soft tissue sarcoma; Relative risk; Sarcoma; Cohort; Odds ratio; Cancer; Relative survival; Population; Surgery; Cohort study; General surgery; Soft tissue; Internal medicine; Confidence interval; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00003890707,0.0001518783,0.000520179,0.00009091628,0.00004448128,0.000006069333,0.00006473945,0.00005905829,0.0001045416],"category_scores_gemma":[0.0001503824,0.0001096227,0.00009038387,0.0001008915,0.0001215973,0.0000452134,0.0000308202,0.0000379327,0.000003009839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001924822,"about_ca_system_score_gemma":0.00002618801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005220086,"about_ca_topic_score_gemma":0.00004164682,"domain_scores_codex":[0.9991862,0.00001257014,0.000271497,0.0001825475,0.0001754088,0.0001717475],"domain_scores_gemma":[0.9990399,0.0003484976,0.0001084792,0.0002349268,0.0002047188,0.00006351305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007767829,0.0006582082,0.8843662,0.002112173,0.0002054032,0.00001555637,0.002807541,2.413874e-7,0.0006496492,0.0004249007,0.0006360086,0.1080465],"study_design_scores_gemma":[0.008463651,0.002775278,0.7857884,0.0008227591,0.000922967,0.000100913,0.005472454,0.00006287557,0.169162,0.001058575,0.02497485,0.0003953353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9470043,0.0489354,0.00002650704,0.0009338249,0.00004806509,0.0007113971,0.0001154566,0.00003316409,0.002191837],"genre_scores_gemma":[0.9964545,0.0004413741,0.00249134,0.0001004581,0.00003037928,0.00008152925,0.00001618825,0.00002191442,0.0003623661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1685124,"threshold_uncertainty_score":0.4470285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02690564010577667,"score_gpt":0.2884762051541131,"score_spread":0.2615705650483364,"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."}}