{"id":"W2462156241","doi":"","title":"Retroperitoneal sarcomas - A retrospective study","year":2009,"lang":"en","type":"article","venue":"Biomedical Research-tokyo","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Biopsy; Surgery; Univariate analysis; Retrospective cohort study; Sarcoma; Resection; Soft tissue sarcoma; Survival analysis; Soft tissue; Radiology; Multivariate analysis; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001598636,0.0002511674,0.0005662796,0.0005208329,0.0003086124,0.0000767307,0.0002922551,0.0001877966,0.0009869495],"category_scores_gemma":[0.001472752,0.0001765377,0.0001798314,0.001352065,0.000570741,0.00008023393,0.0001569601,0.0008917813,0.0005556035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006942773,"about_ca_system_score_gemma":0.0003242011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003469251,"about_ca_topic_score_gemma":0.00002607111,"domain_scores_codex":[0.9946023,0.0003478155,0.0004309781,0.0007515196,0.00287858,0.0009887911],"domain_scores_gemma":[0.9975638,0.0002006139,0.0000463205,0.0007894068,0.0003789656,0.001020929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002030071,0.04807178,0.5155591,0.00005582341,0.000672925,0.01620217,0.001842174,8.290846e-8,0.008245444,0.004174406,0.1303322,0.2728138],"study_design_scores_gemma":[0.004599252,0.01130332,0.9428667,0.0001158399,0.0000674544,0.00008551288,0.0006654502,0.00004665093,0.0004481128,0.001097266,0.03852168,0.0001827092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964811,0.001592791,0.00001157943,0.01715147,0.0001707391,0.001718025,0.00001959953,0.0001749848,0.01434979],"genre_scores_gemma":[0.9968916,0.000189136,0.0003903606,0.0005148368,0.0006823146,0.0001262256,0.00003734975,0.00003012625,0.001138015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4273077,"threshold_uncertainty_score":0.9999263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09040267020198382,"score_gpt":0.4275675822992964,"score_spread":0.3371649120973126,"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."}}