{"id":"W4306410935","doi":"10.1002/pbc.30000","title":"Imaging of pediatric bone tumors: A COG Diagnostic Imaging Committee/SPR Oncology Committee White Paper","year":2022,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Osteosarcoma; Sarcoma; Cog; Primary bone; Pediatric oncology; Bone Sarcoma; Bone cancer; Radiology; 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":[0.01085523,0.00076771,0.0008756692,0.004150765,0.001256522,0.002441761,0.002161918,0.002549331,0.003661368],"category_scores_gemma":[0.01742177,0.0006199429,0.001054445,0.002494875,0.001139267,0.001505175,0.00196879,0.004402948,0.003321665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002645271,"about_ca_system_score_gemma":0.01531079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01390607,"about_ca_topic_score_gemma":0.0277295,"domain_scores_codex":[0.9938526,0.001370927,0.001344007,0.0003304697,0.002662454,0.0004396074],"domain_scores_gemma":[0.970753,0.003242305,0.004011963,0.0007913829,0.01789622,0.003305073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007782097,0.0001858578,0.02227004,0.0008243417,0.00009659849,0.001032291,0.0002055815,0.0008926355,0.001581195,0.00286758,0.7359319,0.2340341],"study_design_scores_gemma":[0.00008787022,0.000174743,0.04936141,0.005906632,0.0001653974,0.00426589,0.0005759269,0.001238044,0.001649219,0.00252587,0.9339735,0.00007554528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0342838,0.1267675,0.04678842,0.4819662,0.02351437,0.004283495,0.008231404,0.001741618,0.2724232],"genre_scores_gemma":[0.2204336,0.2198479,0.2707509,0.1481736,0.02347642,0.004813429,0.04075148,0.001446606,0.0703061],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01390607,"threshold_uncertainty_score":0.05740863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01276287215619608,"score_gpt":0.2769236183004968,"score_spread":0.2641607461443007,"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."}}