{"id":"W2407987894","doi":"","title":"When to consider adjuvant/neoadjuvant therapy for adult soft-tissue sarcoma.","year":2007,"lang":"en","type":"other","venue":"PubMed","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baker Hughes (Canada)","funders":"","keywords":"Medicine; Soft tissue sarcoma; Sarcoma; Soft tissue; Cancer; Population; Chemoradiotherapy; Stage (stratigraphy); Surgery; Adjuvant therapy; Trunk; Chemotherapy; Oncology; 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":[0.0004981219,0.0002665173,0.0005708277,0.0008361218,0.0005988286,0.001065669,0.0004273305,0.002282907,0.02523457],"category_scores_gemma":[0.003186063,0.0001389603,0.0005087,0.0005059743,0.000407989,0.001802432,0.0003120048,0.001932805,0.00961307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005103825,"about_ca_system_score_gemma":0.001251357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001546612,"about_ca_topic_score_gemma":0.007993623,"domain_scores_codex":[0.9997411,0.00006280951,0.00004925224,0.00002655365,0.00007807955,0.0000422085],"domain_scores_gemma":[0.9990034,0.0002907006,0.0001254815,0.00003218021,0.000166635,0.000381678],"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":[0.00174441,0.0008224385,0.03330349,0.001198806,0.00008740754,0.007661837,0.0003142088,0.0008608768,0.003601372,0.003081449,0.4447725,0.5025511],"study_design_scores_gemma":[0.0009513215,0.0008456323,0.05073281,0.005403208,0.0002223049,0.02000888,0.001801976,0.001152178,0.002784882,0.01424862,0.901731,0.0001172604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0739544,0.09901149,0.004449406,0.3879365,0.01760413,0.0007296451,0.003730784,0.0004348098,0.4121489],"genre_scores_gemma":[0.4642746,0.1369872,0.03251014,0.2234622,0.03502388,0.001381451,0.004880792,0.0004934768,0.1009862],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02523457,"threshold_uncertainty_score":0.08441806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03928885033111752,"score_gpt":0.3018294340788049,"score_spread":0.2625405837476874,"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."}}