{"id":"W2519630335","doi":"10.5489/cuaj.3346","title":"Multidisciplinary approach to giant paratesticular liposarcoma","year":2016,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liposarcoma; Spermatic cord; Inguinal hernia; Malignancy; Medicine; Hernia; Radiology; Surgery; Pathology; Sarcoma","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":[0.000230095,0.0003940202,0.0003729576,0.0007900225,0.0014265,0.0004593703,0.0003903628,0.0007178201,0.002648607],"category_scores_gemma":[0.0006253059,0.0001836826,0.0004142233,0.0003222546,0.0003371887,0.0004461312,0.001374654,0.001005368,0.0003074246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006500999,"about_ca_system_score_gemma":0.001077395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001757656,"about_ca_topic_score_gemma":0.006286317,"domain_scores_codex":[0.9997894,0.00004310165,0.00002101897,0.00003213007,0.00003033519,0.00008400911],"domain_scores_gemma":[0.9996701,0.00004628706,0.00003928111,0.000009446285,0.00002741251,0.0002074363],"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":[0.0004210027,0.00116283,0.1128411,0.0009667144,0.0003472214,0.649901,0.002877831,0.004288647,0.01676337,0.002136839,0.01291379,0.1953795],"study_design_scores_gemma":[0.0001945268,0.001170006,0.09219989,0.0008224511,0.0001732076,0.8520078,0.004296176,0.007817817,0.002552724,0.004894488,0.0337677,0.0001032193],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280223,0.0227329,0.01543558,0.01258052,0.0007471948,0.0004410895,0.000112415,0.0001684192,0.01975953],"genre_scores_gemma":[0.9786179,0.006706501,0.007946859,0.001831825,0.001114826,0.0001050579,0.00008405839,0.00001415385,0.003578925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002648607,"threshold_uncertainty_score":0.008860528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02075061596451275,"score_gpt":0.24896390342467,"score_spread":0.2282132874601572,"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."}}