{"id":"W4387327160","doi":"10.1080/14737140.2023.2266137","title":"Deciding individual treatment for primary retroperitoneal sarcoma","year":2023,"lang":"en","type":"review","venue":"Expert Review of Anticancer Therapy","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Sarcoma; Oncology; Internal medicine; Radiology; 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":[0.0005770381,0.0004126701,0.001040439,0.001073251,0.0001716079,0.0007503844,0.0006178758,0.0008889451,0.00497095],"category_scores_gemma":[0.001997382,0.0001604219,0.0007635054,0.0006798795,0.0002915832,0.001053802,0.0003567277,0.00110168,0.00122293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004179181,"about_ca_system_score_gemma":0.001041336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007948701,"about_ca_topic_score_gemma":0.0018787,"domain_scores_codex":[0.9997057,0.00008571632,0.00006261644,0.00005879578,0.00006837336,0.00001872446],"domain_scores_gemma":[0.9995494,0.0002947577,0.00007236006,0.000008120169,0.00006245375,0.00001291194],"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":[0.0001188033,0.00003747687,0.0005538472,0.04407067,0.000266902,0.0003029295,0.00006863553,0.0004540418,0.0008441212,0.002786384,0.02133111,0.9291651],"study_design_scores_gemma":[0.0001429357,0.0002113888,0.004249942,0.0793933,0.001481804,0.006599042,0.0002875591,0.0004333454,0.001266437,0.007548319,0.8983398,0.00004608337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003926708,0.9961269,0.0004725602,0.0009269263,0.0002825255,0.0000209924,0.00006331362,0.000007844018,0.001706224],"genre_scores_gemma":[0.00533161,0.9915377,0.001081316,0.0009912926,0.0003862535,0.00002711969,0.0001281105,0.000004249944,0.0005124524],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00497095,"threshold_uncertainty_score":0.01662946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1771596978871834,"score_gpt":0.45588244318054,"score_spread":0.2787227452933566,"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."}}