{"id":"W2046116176","doi":"10.3747/co.v17i6.538","title":"Initial McGill Experience with Fluorodeoxyglucose pet/ct Staging of Soft-Tissue Sarcoma","year":2010,"lang":"en","type":"article","venue":"Current Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakeshore General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Sarcoma; Radiology; Leiomyosarcoma; Synovial sarcoma; Soft tissue; Soft tissue sarcoma; Stage (stratigraphy); Fluorodeoxyglucose; Malignancy; Rhabdomyosarcoma; Biopsy; Positron emission tomography; Liposarcoma; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001887184,0.0003072957,0.0001296075,0.001048885,0.0003175036,0.0007685529,0.0007679972,0.0004174914,0.003499191],"category_scores_gemma":[0.005220217,0.0002624147,0.0001800129,0.0009136072,0.0004741276,0.0006020921,0.0005813296,0.0003750001,0.0008870871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001947983,"about_ca_system_score_gemma":0.001037187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01656873,"about_ca_topic_score_gemma":0.05182275,"domain_scores_codex":[0.9990788,0.0003836062,0.00007293455,0.0001130623,0.0002067968,0.0001449243],"domain_scores_gemma":[0.9971589,0.0008605703,0.0003778901,0.0001777997,0.0006511649,0.0007737444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007174315,0.0001910145,0.7535959,0.0002920072,0.00007392652,0.01268175,0.001503536,0.0005852382,0.008296585,0.0005232429,0.01136254,0.2101769],"study_design_scores_gemma":[0.0001361326,0.001445208,0.8116818,0.0005487367,0.000141866,0.09133556,0.0008436122,0.001831077,0.005236944,0.0003881321,0.08631877,0.00009218704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9272639,0.04068083,0.003063585,0.004594076,0.0001980624,0.000165643,0.0005631564,0.0001732028,0.02329748],"genre_scores_gemma":[0.98756,0.007616,0.00162327,0.0009035799,0.0001809685,0.00002504464,0.0002715635,0.00003137284,0.001788266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01656873,"threshold_uncertainty_score":0.03294456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0745372667836153,"score_gpt":0.4118000801122139,"score_spread":0.3372628133285985,"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."}}