{"id":"W4385472738","doi":"10.25259/jcis_48_2023","title":"Cystic retroperitoneal dedifferentiated liposarcoma: A case report","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Imaging Science","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Liposarcoma; Pathology; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00416695,0.0001164635,0.0005339059,0.000329771,0.000168025,0.00008676107,0.0001993871,0.00003609815,0.00003530758],"category_scores_gemma":[0.006590532,0.00007576236,0.0003062516,0.00106174,0.0005999065,0.000256127,0.000101707,0.0004080221,0.00005269307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007468325,"about_ca_system_score_gemma":0.0007212273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002909072,"about_ca_topic_score_gemma":0.000001898845,"domain_scores_codex":[0.9970633,0.00007877807,0.001387819,0.0002862435,0.0008432766,0.0003405651],"domain_scores_gemma":[0.99729,0.0006178771,0.0006169847,0.0003420281,0.0006344167,0.0004987346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007042902,0.0004516939,0.4997487,0.000009503737,0.00003894754,0.4727747,0.00004156403,0.000002621593,0.0006703442,0.00001677818,0.001802485,0.02437217],"study_design_scores_gemma":[0.001815953,0.000325596,0.6477017,0.0001987102,0.0002168122,0.3449622,0.0001293426,0.003147174,0.0005360701,0.0001326908,0.0007469981,0.00008677076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932669,0.0002821078,0.0000991728,0.00435216,0.001480406,0.00009706704,0.00000137188,0.00004468064,0.000376127],"genre_scores_gemma":[0.9965079,0.00007357764,0.002451451,0.0003526356,0.0004782672,0.000001971726,0.000001360303,0.00001172117,0.0001210832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1479529,"threshold_uncertainty_score":0.7889958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08462233652440307,"score_gpt":0.4508530648744519,"score_spread":0.3662307283500488,"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."}}