{"id":"W4396977372","doi":"10.3390/curroncol31050213","title":"A Two-Step Approach to the Surgical Treatment of Soft-Tissue Sarcomas","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Soft tissue; Cosmesis; Surgery; Soft tissue sarcoma; Surgical margin; Resection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003850143,0.0004088277,0.0001658435,0.0006687501,0.0003285937,0.0004105866,0.0003477416,0.0003019126,0.003351213],"category_scores_gemma":[0.0004842322,0.0001033942,0.0004435712,0.0003260398,0.0003355115,0.0002688448,0.0006726557,0.0004347109,0.0006353263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001290354,"about_ca_system_score_gemma":0.0004363878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007618765,"about_ca_topic_score_gemma":0.0003403198,"domain_scores_codex":[0.9997563,0.00006052722,0.00002693611,0.00004902682,0.00006582021,0.00004139558],"domain_scores_gemma":[0.9996407,0.00007513956,0.0001204582,0.00003956739,0.00002861899,0.00009553821],"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":[0.001467992,0.003578407,0.4322489,0.001166771,0.0002974932,0.01788441,0.0008722735,0.001610422,0.08969566,0.001464699,0.001593351,0.4481197],"study_design_scores_gemma":[0.0002413294,0.01638328,0.5135785,0.0003765489,0.0002448497,0.412031,0.001666785,0.002256089,0.03204357,0.001647478,0.01942234,0.0001081167],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814042,0.003186544,0.0106003,0.000190972,0.00005628779,0.0001870573,0.00009401848,0.0000435218,0.004237238],"genre_scores_gemma":[0.9839936,0.002048912,0.01172264,0.0001655226,0.0000770562,0.00007673924,0.000181164,0.000008332806,0.001725941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003351213,"threshold_uncertainty_score":0.01121092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1249932399458294,"score_gpt":0.4312618639782273,"score_spread":0.3062686240323979,"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."}}