{"id":"W3004399419","doi":"10.1016/j.amjsurg.2020.01.046","title":"Surgical management of truncal and extremities atypical lipomatous tumors/well-differentiated liposarcoma: A systematic review of the literature","year":2020,"lang":"en","type":"review","venue":"The American Journal of Surgery","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Trunk; Liposarcoma; Soft tissue; Surgical excision; Medicine; Histopathology; Surgery; Biology; Pathology; Sarcoma","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":[0.001562077,0.0007174418,0.003198566,0.005248883,0.0003243143,0.001266721,0.001043168,0.0009159131,0.002848599],"category_scores_gemma":[0.007352547,0.0004542636,0.003186952,0.005645631,0.0005844295,0.00131393,0.0008733015,0.0007215257,0.0002107379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008476037,"about_ca_system_score_gemma":0.003155845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003328981,"about_ca_topic_score_gemma":0.01262798,"domain_scores_codex":[0.9986451,0.0002519583,0.000629061,0.0001670982,0.0002588359,0.000048009],"domain_scores_gemma":[0.9951454,0.003257413,0.001163036,0.00005293858,0.0003030704,0.00007805838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003123068,0.00004066068,0.00293884,0.8063226,0.006474033,0.0003018861,0.0001888887,0.0001843713,0.0004464137,0.0002972428,0.004265855,0.1782269],"study_design_scores_gemma":[0.0003446484,0.0004241992,0.02061019,0.8071576,0.07894539,0.003985588,0.0007995563,0.000158997,0.0004126941,0.0007032144,0.08635888,0.00009903978],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004902689,0.9992064,0.00002351844,0.00006040233,0.00002722445,0.00001384496,0.00009376616,0.000001275276,0.00008331627],"genre_scores_gemma":[0.003900252,0.995704,0.0001060937,0.0001505827,0.00003120257,0.00001490636,0.00006593513,8.34509e-7,0.00002605989],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005248883,"threshold_uncertainty_score":0.009529471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03157361740448116,"score_gpt":0.2943339305233512,"score_spread":0.26276031311887,"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."}}