{"id":"W32689029","doi":"10.1097/01.cdr.0000392958.83366.bb","title":"Imaging of Soft Tissue Sarcomas","year":2011,"lang":"en","type":"article","venue":"Contemporary Diagnostic Radiology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Soft tissue; Radiology; Medical physics","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":[0.0001579179,0.0002074783,0.0006329882,0.0001556411,0.00003890021,0.00000318492,0.0001326775,0.00009108434,0.0004482593],"category_scores_gemma":[0.0008044661,0.0001707878,0.000129187,0.0001240932,0.0002824078,0.00007567254,0.00005164338,0.0001219253,0.0001142932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000355769,"about_ca_system_score_gemma":0.0001509089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002933113,"about_ca_topic_score_gemma":0.000003450402,"domain_scores_codex":[0.9987042,0.0001029192,0.0004691129,0.0003354232,0.0001141847,0.0002741901],"domain_scores_gemma":[0.997865,0.001245908,0.000162985,0.0004666502,0.00008571523,0.0001737707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000107725,0.0007026943,0.9631821,0.00004493357,0.0001469692,0.002229781,0.0004156317,2.753575e-7,0.0003885049,0.001752408,0.01253478,0.01849418],"study_design_scores_gemma":[0.002721911,0.0007207509,0.9693307,0.000158945,0.0001727307,0.001232747,0.0001595521,0.00002886537,0.01088918,0.001218009,0.01316203,0.0002046094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8748985,0.06490945,0.0006630289,0.001596811,0.0006869291,0.001144935,0.00003618902,0.0001584945,0.05590564],"genre_scores_gemma":[0.9976396,0.0002209266,0.0009666274,0.0007521588,0.0001098866,0.00009888039,0.00005384359,0.00003034999,0.0001277421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1227411,"threshold_uncertainty_score":0.6964526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04563205520194524,"score_gpt":0.2783820058079759,"score_spread":0.2327499506060307,"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."}}