{"id":"W4387940775","doi":"10.1016/j.radonc.2023.109935","title":"Meta-analysis of 5-day preoperative radiotherapy for soft tissue sarcoma (5D-PREORTS)","year":2023,"lang":"en","type":"review","venue":"Radiotherapy and Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; McMaster University; Juravinski Cancer Centre; Kingston General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Soft tissue sarcoma; Radiation therapy; Subgroup analysis; Amputation; Meta-analysis; Soft tissue; Cochrane Library; Sarcoma; Surgery; Nuclear medicine; Internal medicine; 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":[0.005069331,0.002099034,0.01019303,0.002004165,0.0004006989,0.001799914,0.001593734,0.001651394,0.006744306],"category_scores_gemma":[0.01208806,0.00103839,0.03153938,0.003548865,0.0004920039,0.001174327,0.001414835,0.002086168,0.0005276617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113371,"about_ca_system_score_gemma":0.001433621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007065354,"about_ca_topic_score_gemma":0.02213179,"domain_scores_codex":[0.9966748,0.001582862,0.0007710622,0.0005277247,0.0002778287,0.0001657033],"domain_scores_gemma":[0.9952503,0.00322759,0.0008685301,0.0002734018,0.0002598471,0.0001202268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005137729,0.00003037076,0.005178499,0.1402508,0.8314161,0.00009916263,0.00006612046,0.0005420215,0.0003909234,0.0001425441,0.0009845162,0.01576117],"study_design_scores_gemma":[0.001065722,0.000267904,0.00508034,0.005287153,0.9857171,0.00007551593,0.00002650366,0.0001031225,0.0000779691,0.0001846815,0.002094315,0.00001971236],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006658684,0.9915183,0.0004585783,0.0001292949,0.0002277393,0.00005361494,0.0006143629,0.00002797892,0.0003113246],"genre_scores_gemma":[0.3539688,0.6390936,0.002134325,0.001642964,0.000422294,0.0002260344,0.001377357,0.00008140772,0.001053162],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01019303,"threshold_uncertainty_score":0.02680951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1725899824771035,"score_gpt":0.4355624846657112,"score_spread":0.2629725021886077,"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."}}