{"id":"W4389935789","doi":"10.1245/s10434-023-14780-x","title":"Great Debate: Systematic Re-Resection After Macroscopic Complete Unplanned Excision of Soft Tissue Sarcoma","year":2023,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Surgical oncology; Medicine; Sarcoma; Resection; Soft tissue sarcoma; Soft tissue; Surgical resection; Surgery; General surgery; 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":[0.005859725,0.0002266716,0.0004338053,0.0004165181,0.001267696,0.001824682,0.0007117912,0.003639685,0.002467453],"category_scores_gemma":[0.01662438,0.0001931922,0.0007331403,0.0003008753,0.002364041,0.002532754,0.0009096924,0.00650443,0.0005396961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001424041,"about_ca_system_score_gemma":0.002742501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009872143,"about_ca_topic_score_gemma":0.004675354,"domain_scores_codex":[0.9982167,0.0007392525,0.0002231682,0.0002843662,0.0003276624,0.0002088527],"domain_scores_gemma":[0.9895692,0.006253852,0.001197736,0.0005596846,0.0007049355,0.001714545],"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":[0.002706325,0.0002845974,0.07332365,0.00145645,0.0004171716,0.02024374,0.002321908,0.003375508,0.006033357,0.02307806,0.1783036,0.6884558],"study_design_scores_gemma":[0.0004426185,0.002391426,0.2104481,0.007785336,0.0009952498,0.1506671,0.01465208,0.00608223,0.004699963,0.12667,0.474728,0.0004378112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2227876,0.08747838,0.009014645,0.6268822,0.015243,0.00005853636,0.0002749651,0.0001638255,0.03809687],"genre_scores_gemma":[0.8249041,0.0191601,0.004469792,0.1130342,0.03561088,0.00003838589,0.0002729575,0.0001291866,0.002380341],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.005859725,"threshold_uncertainty_score":0.03098953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09513433017099938,"score_gpt":0.3941411132915995,"score_spread":0.2990067831206001,"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."}}