{"id":"W3175030058","doi":"10.1016/j.jogc.2021.06.004","title":"Lipoma or Liposarcoma? Robotic Resection of a Retroperitoneal Mass","year":2021,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Liposarcoma; Lipoma; Retroperitoneal space; Radiology; Histopathology; Soft tissue; Sarcoma; Surgery; Pathology","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":[0.0004160824,0.0006274592,0.000815575,0.001013821,0.001258433,0.001336717,0.00076954,0.002867618,0.006111553],"category_scores_gemma":[0.002190766,0.0004565842,0.001056932,0.000534842,0.001333161,0.002506593,0.0009835385,0.002203154,0.001754731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001452587,"about_ca_system_score_gemma":0.0009015378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001418691,"about_ca_topic_score_gemma":0.003163131,"domain_scores_codex":[0.9996636,0.00003323916,0.00004009481,0.00006966235,0.00006541987,0.0001280927],"domain_scores_gemma":[0.9994394,0.0001775559,0.0001303441,0.00006050429,0.00002562531,0.000166538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0004014151,0.0000920251,0.01032531,0.0001805994,0.00004435866,0.9618184,0.0001248499,0.0006625672,0.00438142,0.00133204,0.001228514,0.01940843],"study_design_scores_gemma":[0.00006701649,0.0002001766,0.00624728,0.00009649814,0.00004544368,0.9858035,0.0002389288,0.001087579,0.001629774,0.001547999,0.003014548,0.00002132895],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8636671,0.02336423,0.01194875,0.0316257,0.001976864,0.0003029827,0.0006833692,0.0005840695,0.06584689],"genre_scores_gemma":[0.9816037,0.003286191,0.00429396,0.003240245,0.002948506,0.00003707426,0.0001566871,0.00004192767,0.004391766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006111553,"threshold_uncertainty_score":0.02044523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02016375759756403,"score_gpt":0.2531420436857808,"score_spread":0.2329782860882168,"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."}}