{"id":"W2265801021","doi":"10.1016/j.prro.2015.11.012","title":"Margin reduction from image guided radiation therapy for soft tissue sarcoma: Secondary analysis of Radiation Therapy Oncology Group 0630 results","year":2015,"lang":"en","type":"article","venue":"Practical Radiation Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; McGill University Health Centre","funders":"National Cancer Institute","keywords":"Medicine; Image-guided radiation therapy; Radiation therapy; Nuclear medicine; Cone beam computed tomography; Soft tissue; Soft tissue sarcoma; Radiation treatment planning; Radiology; Computed tomography","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":[0.002529825,0.0006821179,0.001639986,0.001052249,0.0003045709,0.0006506788,0.0005014942,0.0004197877,0.003786639],"category_scores_gemma":[0.004763695,0.0001476995,0.002872798,0.0006813591,0.0003707676,0.0003576751,0.0005430958,0.0006783954,0.0009531126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006497871,"about_ca_system_score_gemma":0.0006275128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002302404,"about_ca_topic_score_gemma":0.002272225,"domain_scores_codex":[0.9983729,0.0006353361,0.0001172102,0.000220392,0.0005051197,0.0001489585],"domain_scores_gemma":[0.9961812,0.00184419,0.0004663326,0.0005133792,0.0007386399,0.0002561639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1799037,0.006220312,0.3032945,0.001214189,0.004640883,0.0008153805,0.0007063674,0.02066143,0.04777773,0.0008081939,0.006233153,0.4277242],"study_design_scores_gemma":[0.001914413,0.06542635,0.8729198,0.00008459933,0.004753268,0.00261102,0.0003286707,0.009811538,0.03357126,0.00119785,0.007309061,0.00007222513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837444,0.001715925,0.003818768,0.0001083937,0.00005006212,0.0002280809,0.002659823,0.0001710559,0.007503474],"genre_scores_gemma":[0.9943745,0.0002454027,0.000965745,0.0001293423,0.00003572916,0.00007700456,0.002043371,0.0001164372,0.002012533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003786639,"threshold_uncertainty_score":0.01337916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07174361354440875,"score_gpt":0.419257451378207,"score_spread":0.3475138378337983,"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."}}