{"id":"W2037908913","doi":"10.1155/2012/960194","title":"FDG PET/CT in Initial Staging of Adult Soft-Tissue Sarcoma","year":2012,"lang":"en","type":"article","venue":"Sarcoma","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Notre-Dame; McGill University Health Centre","funders":"","keywords":"Medicine; Leiomyosarcoma; Soft tissue; Liposarcoma; Sarcoma; Radiology; Rhabdomyosarcoma; Undifferentiated Pleomorphic Sarcoma; Chondrosarcoma; Soft tissue sarcoma; GiST; Pathological; Metastasis; Pathology; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001939552,0.0002342858,0.0005135674,0.0002476113,0.00004534056,0.0000107759,0.0001142394,0.00002169951,0.0004170333],"category_scores_gemma":[0.0001329882,0.0002018816,0.0001308798,0.0002901162,0.00008693306,0.0001601168,0.00008081351,0.0001962101,0.0001394759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291072,"about_ca_system_score_gemma":0.00006951572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000618388,"about_ca_topic_score_gemma":0.00007861207,"domain_scores_codex":[0.9982768,0.00007873209,0.0004592052,0.0002493933,0.0003663492,0.0005694794],"domain_scores_gemma":[0.9989631,0.0001894888,0.0001146194,0.000422785,0.00008579394,0.0002241907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001160899,0.001910949,0.9439846,0.0001085067,0.00007994093,0.001359247,0.0004089641,6.808132e-7,0.001076432,0.0012298,0.000520787,0.04920404],"study_design_scores_gemma":[0.005092227,0.0003546146,0.9285981,0.0003892524,0.0001594505,0.001111884,0.0006406166,0.00005250901,0.05685313,0.0002629103,0.006201266,0.0002840206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905378,0.002513886,0.00001860254,0.0009160311,0.0002431197,0.0004268091,0.0000236269,0.00005489201,0.005265277],"genre_scores_gemma":[0.9975582,0.0000850092,0.001395474,0.0004804547,0.0002290214,0.00006562161,0.00004011243,0.00004066257,0.0001054182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0557767,"threshold_uncertainty_score":0.8232492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02443492995507128,"score_gpt":0.315337839396478,"score_spread":0.2909029094414067,"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."}}