{"id":"W4383340958","doi":"10.2967/jnumed.122.265278","title":"[<sup>18</sup>F]FDG PET/CT in the Initial Staging and Restaging of Soft-Tissue or Bone Sarcoma in Patients with Negative or Equivocal Findings for Metastases or Limited Recurrence on Conventional Work-up: Results of a Prospective Multicenter Registry","year":2023,"lang":"en","type":"article","venue":"Journal of Nuclear Medicine","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Cancer Care Ontario; Sunnybrook Health Science Centre; Sinai Health System; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Sarcoma; Soft tissue; Nuclear medicine; Radiology; Soft tissue sarcoma; Metastasis; Positron emission tomography; Cancer; Pathology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002018969,0.0002605812,0.0003426464,0.0004925383,0.0002502075,0.0006951244,0.0003417392,0.0003615042,0.0004938662],"category_scores_gemma":[0.003693558,0.0002526743,0.0004191891,0.0007188809,0.0002352434,0.0005643637,0.0003996356,0.0003667757,0.0002343811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003729106,"about_ca_system_score_gemma":0.0003741125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001907901,"about_ca_topic_score_gemma":0.003238811,"domain_scores_codex":[0.9991723,0.0003378921,0.0000888566,0.000199606,0.0001125817,0.00008873931],"domain_scores_gemma":[0.9975248,0.0004120186,0.00126926,0.0003021983,0.000229874,0.0002618585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006745646,0.00005467444,0.997368,0.000004701723,0.00002967234,0.00004997711,0.00002274777,0.00004415893,0.0001964315,0.000003386705,0.00006115433,0.001490586],"study_design_scores_gemma":[0.00009940014,0.0005954927,0.9977027,0.000006639191,0.00009941123,0.0005233224,0.0001064446,0.0003465388,0.0003058883,0.00001212104,0.0001966205,0.000005537816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999448,0.0001436473,0.00004054426,0.00002560591,0.000002372556,0.000009333686,0.0001925362,0.000002754271,0.0001352406],"genre_scores_gemma":[0.9992414,0.00008076998,0.00009354008,0.00002135138,0.00001066831,0.00001341653,0.0005029313,0.00000201725,0.00003394207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002018969,"threshold_uncertainty_score":0.01067746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06316703010087732,"score_gpt":0.347967681255242,"score_spread":0.2848006511543647,"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."}}