{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006926628,0.0003034932,0.0004258217,0.001124123,0.001619895,0.001114658,0.0008061104,0.0005131887,0.001293991],"category_scores_gemma":[0.001969828,0.0004875157,0.000481886,0.003855973,0.0009167787,0.0007347454,0.0008191282,0.0006435485,0.0001425904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007981974,"about_ca_system_score_gemma":0.008224907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8241084,"about_ca_topic_score_gemma":0.8499941,"domain_scores_codex":[0.9989985,0.0001342513,0.00008022202,0.0002333669,0.0002627395,0.000290954],"domain_scores_gemma":[0.9978263,0.0002255074,0.0008217641,0.0001201392,0.000501555,0.0005047816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001794785,0.00001959316,0.9990708,0.000007859617,0.00002026035,0.0000459234,0.0002848305,0.00002551718,0.00005492863,0.000009517805,0.0000839625,0.0003587598],"study_design_scores_gemma":[0.000004773531,0.00003129395,0.9989172,0.000007016816,0.000009789401,0.00006710614,0.0007321013,0.00008633858,0.00001065893,0.000004498242,0.0001255317,0.000003740111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987143,0.00007451608,0.00005055704,0.00005392938,0.000002107737,0.00002275025,0.0008223386,0.000002710288,0.0002567187],"genre_scores_gemma":[0.9991294,0.00007865827,0.00008318878,0.00005068118,0.000003516854,0.000014939,0.0005634439,0.000001630084,0.00007451513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8241084,"threshold_uncertainty_score":0.3538548,"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."}}