{"id":"W2974767075","doi":"10.1155/2019/8409406","title":"Changes in Soft-Tissue Sarcoma Treatment Patterns over Time: A Population-Based Study in a Country with Universal and Centralized Healthcare","year":2019,"lang":"en","type":"article","venue":"Sarcoma","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Juravinski Hospital; Institute for Clinical Evaluative Sciences; McMaster University","funders":"Ontario Ministry of Health and Long-Term Care; Ontario Institute for Cancer Research; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Stage (stratigraphy); Soft tissue sarcoma; Radiation therapy; Population; Sarcoma; Health care; Chemotherapy; Soft tissue; Surgery; Internal medicine; 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":[0.00008390744,0.0002631041,0.0005446107,0.0002158685,0.00003936246,0.00002213697,0.00005076672,0.00007857913,0.0003905704],"category_scores_gemma":[0.00000526976,0.0002033048,0.00003114993,0.0002252195,0.00001742182,0.00005384752,0.00002144049,0.00010262,0.00002592504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005607582,"about_ca_system_score_gemma":0.0001060088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02831344,"about_ca_topic_score_gemma":0.08935803,"domain_scores_codex":[0.9985855,0.0001134358,0.0002043153,0.0004455242,0.00027772,0.0003735349],"domain_scores_gemma":[0.9993106,0.0001160189,0.00007233182,0.0003332516,0.00002602231,0.0001417361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007812788,0.002543113,0.9831882,0.00007297441,0.00007429317,0.0008524468,0.001109895,0.000009299197,0.00003500493,0.00001282878,0.000008076422,0.01131265],"study_design_scores_gemma":[0.02094979,0.002853932,0.974056,0.0003408127,0.00008477514,0.00001924605,0.0007526553,0.0004311187,0.00005915985,0.000008674822,0.0002606965,0.0001831195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945551,0.0008217774,0.000001173589,0.00213659,0.00003421522,0.002326307,0.0000545363,0.00004089826,0.00002946596],"genre_scores_gemma":[0.9990264,0.00006490089,0.00009628412,0.0003651703,0.00002479618,0.0000946254,0.000195408,0.00003411516,0.00009832955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06104459,"threshold_uncertainty_score":0.9781571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01370611751103734,"score_gpt":0.2815075420338315,"score_spread":0.2678014245227942,"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."}}