{"id":"W2192849922","doi":"10.1002/jso.24091","title":"Outcomes of surgical treatment alone in patients with superficial soft tissue sarcoma regardless of size or grade","year":2015,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Foothills Medical Centre; Alberta Cancer Foundation; University of Calgary","funders":"","keywords":"Medicine; Soft tissue; Soft tissue sarcoma; Sarcoma; Surgery; 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":[0.0003948422,0.0001150699,0.0003045822,0.0004140808,0.000259201,0.0004515813,0.0002046778,0.0002743987,0.002001568],"category_scores_gemma":[0.002041884,0.00008230339,0.0004205792,0.0003774187,0.0002820427,0.0003232672,0.0003631302,0.0002903808,0.0002424477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002680054,"about_ca_system_score_gemma":0.000351313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007787009,"about_ca_topic_score_gemma":0.001765983,"domain_scores_codex":[0.9996728,0.0000783475,0.0000473521,0.00006334187,0.0000674687,0.00007079437],"domain_scores_gemma":[0.9984462,0.0002621654,0.0007039991,0.00004229977,0.00007857195,0.000466767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004225895,0.00009361695,0.9894828,0.00003286923,0.00008158862,0.0007610363,0.00006024936,0.0001950687,0.0004045388,0.00002973304,0.0002463171,0.00818955],"study_design_scores_gemma":[0.00005598208,0.002016874,0.9883768,0.00003816216,0.0001311038,0.007421394,0.0004077579,0.0006436241,0.0003517079,0.0001638515,0.0003799661,0.00001274862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987397,0.0004662386,0.0000881377,0.00007505538,0.00001031666,0.00000711762,0.00009908216,0.000003345034,0.0005111162],"genre_scores_gemma":[0.9995301,0.0001238622,0.00003638332,0.00002998264,0.0000117402,0.000003777554,0.0001955293,0.000001205998,0.00006740126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002001568,"threshold_uncertainty_score":0.006695867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04379159521838932,"score_gpt":0.3395534968746879,"score_spread":0.2957619016562986,"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."}}