{"id":"W4297748751","doi":"10.21203/rs.3.rs-1996109/v1","title":"Extended surgical resection for primary retroperitoneal sarcoma. Systematic review and meta- analysis","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Faculty of Dentistry, McGill University; Universiteit van Amsterdam; McGill University","keywords":"Medicine; Resection; Meta-analysis; Surgery; Sarcoma; Surgical resection; Resection margin; Surgical margin; General surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008943278,0.001858989,0.01164969,0.005400278,0.0004438226,0.002301998,0.001481491,0.001399447,0.004472425],"category_scores_gemma":[0.02198798,0.0009672058,0.02288852,0.006774267,0.0005284361,0.001265744,0.001061825,0.0012131,0.0003711653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001831346,"about_ca_system_score_gemma":0.003274543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005664811,"about_ca_topic_score_gemma":0.01496923,"domain_scores_codex":[0.9948943,0.002188375,0.00151263,0.0005899515,0.0005942549,0.0002204652],"domain_scores_gemma":[0.9829705,0.01248527,0.002794578,0.0003945304,0.001135602,0.0002195749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001221268,0.00002758232,0.004026731,0.5957089,0.3875594,0.0001347541,0.00007349598,0.00036644,0.0001781882,0.0001181619,0.0007990786,0.009786049],"study_design_scores_gemma":[0.0005082529,0.0002366819,0.005579892,0.0540693,0.9362608,0.0001426824,0.00005942591,0.0001538596,0.00009681645,0.0002072778,0.002660393,0.00002464638],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003708079,0.9946852,0.0002758622,0.0001419821,0.00009915982,0.0001909832,0.0006550605,0.00001446369,0.0002291718],"genre_scores_gemma":[0.1397265,0.8555438,0.001400923,0.0008005201,0.0002447479,0.0009366547,0.0009695902,0.00002215684,0.0003550768],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01164969,"threshold_uncertainty_score":0.04729712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.131579432741112,"score_gpt":0.4424203040608725,"score_spread":0.3108408713197606,"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."}}