{"id":"W1978425317","doi":"10.1016/j.ejrex.2007.03.006","title":"Primary malignant transformation of giant cell tumor of bone","year":2007,"lang":"en","type":"article","venue":"European Journal of Radiology Extra","topic":"Bone Tumor Diagnosis and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Malignant transformation; Osteosarcoma; Malignancy; Calcification; Pathology; Primary bone; Fibrosarcoma; Giant cell; Giant Cell Tumors; Chondrosarcoma; Radiology","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":[0.0002140457,0.0005978765,0.0007583643,0.001502964,0.001123754,0.0005585231,0.0005971256,0.001604941,0.004431118],"category_scores_gemma":[0.001618614,0.0003198979,0.0006154493,0.0008149869,0.0009357521,0.0005426381,0.0007677107,0.0006244516,0.001443098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008292766,"about_ca_system_score_gemma":0.0005954789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001375124,"about_ca_topic_score_gemma":0.001769159,"domain_scores_codex":[0.9996315,0.00003586825,0.00003340678,0.00005772746,0.00009880644,0.0001427432],"domain_scores_gemma":[0.9991732,0.0002174587,0.0001506068,0.0001201352,0.00009103145,0.000247609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0005716645,0.00005602495,0.02525052,0.0001828169,0.00002552062,0.9480816,0.0002409572,0.000201617,0.01687938,0.0005895182,0.0007333181,0.007186978],"study_design_scores_gemma":[0.00008703472,0.0002120167,0.02495372,0.00001969843,0.00008487186,0.9623996,0.0001410455,0.0005953223,0.007172655,0.0007480481,0.003572215,0.00001380586],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602942,0.00538596,0.002457952,0.00142518,0.0003087231,0.0001493619,0.0005848272,0.0002931947,0.02910065],"genre_scores_gemma":[0.9970338,0.0004761787,0.0004811035,0.0002317183,0.0002698242,0.0000154451,0.00009485142,0.00001777177,0.001379323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004431118,"threshold_uncertainty_score":0.01482362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383131101875647,"score_gpt":0.2343439046391261,"score_spread":0.2205125936203696,"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."}}