{"id":"W4323294209","doi":"10.1007/s11864-023-01059-2","title":"Trimodality Treatment of Extremity Soft Tissue Sarcoma: Where Do We Go Now?","year":2023,"lang":"en","type":"review","venue":"Current Treatment Options in Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Medicine; Soft tissue sarcoma; Chemoradiotherapy; Clinical trial; Chemotherapy; Sarcoma; Radiation therapy; Oncology; Internal medicine; Surgery; Soft tissue; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005049788,0.0004847287,0.001410401,0.001017782,0.0001679827,0.0009395297,0.0007108434,0.0006287142,0.00429567],"category_scores_gemma":[0.0007231723,0.0001701746,0.0005816155,0.001143093,0.000317702,0.001126765,0.0004290956,0.001470639,0.001351791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000412637,"about_ca_system_score_gemma":0.0008289527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001080406,"about_ca_topic_score_gemma":0.003282231,"domain_scores_codex":[0.9998846,0.0000256866,0.00001837147,0.00002240367,0.00003434262,0.00001463717],"domain_scores_gemma":[0.9997159,0.0001473714,0.00005181646,0.000006119476,0.00005703748,0.00002174321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001056689,0.00004413706,0.0001205833,0.01592842,0.0001074484,0.00008086376,0.00002681139,0.0002910988,0.0006492271,0.001152997,0.02140036,0.9600924],"study_design_scores_gemma":[0.0001258262,0.0002859512,0.001685701,0.01934487,0.000705481,0.001637567,0.0001057263,0.000291066,0.0004344966,0.002735097,0.9726099,0.0000382716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001045684,0.9989712,0.00006794936,0.0002811834,0.0001246677,0.000002334888,0.00001475414,0.000004181875,0.0004291105],"genre_scores_gemma":[0.0006235758,0.9986248,0.0001059359,0.0002850688,0.0001073731,0.000002818288,0.00002318149,0.000001122344,0.0002261623],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00429567,"threshold_uncertainty_score":0.01437044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2056585159780044,"score_gpt":0.4755904172331465,"score_spread":0.2699319012551421,"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."}}